diff --git a/_data/navigation.yml b/_data/navigation.yml index f6669e8..1f55599 100644 --- a/_data/navigation.yml +++ b/_data/navigation.yml @@ -66,12 +66,16 @@ program: # url: /program/careerspanel/ - title: Accepted children: - - title: "Accepted Papers" + - title: "Main Conference Papers" url: /program/main_conference_papers/ - - title: "Accepted Findings Papers" + - title: "Findings Papers" url: /program/finding_papers/ - - title: "Accepted Demo Papers" + - title: "Demo Papers" url: /program/demo_papers/ + - title: "TACL Papers" + url: /program/tacl_papers/ + - title: "CL Papers" + url: /program/cl_papers/ - title: Events children: - title: "Welcome Reception" diff --git a/_pages/home.md b/_pages/home.md index 7c7b93b..bc8b54b 100644 --- a/_pages/home.md +++ b/_pages/home.md @@ -66,6 +66,7 @@ The [**Conference Program Schedule**](/program/) is now online. .news-table { font-size: .9em; table-layout: fixed; } .news-table tr td:nth-child(1) { font-weight: bold; width: 10em; } +| July 9, 2024 | Additional document for Visa Application is added at [Visa](/participants/visa/) section | July 7, 2024 | [Accepted Main Conference Papers](/program/main_conference_papers) is posted | Jun 28, 2024 | [Registration](/registration/) is now open. | Jun 28, 2024 | [Program](/program/) information has been updated. diff --git a/_pages/participants/visa.md b/_pages/participants/visa.md index 12f3dff..c09342c 100644 --- a/_pages/participants/visa.md +++ b/_pages/participants/visa.md @@ -25,6 +25,8 @@ toc_sticky: True If you need to apply a Visa, for the purpose of visit, please select "Participants of MICE Industry" as below picture

+**Note:** If there is additional request from embassy for the document from TCEB, please use [this document](/assets/Welcome%20letter_ACL%202024.pdf) for clarification + ## Invitation Letter If you would like to receive an invitation letter, please fill all required fields in this [form](https://forms.gle/xxvfzi3Q4Py7cr9h6). diff --git a/_pages/program/cl_papers.md b/_pages/program/cl_papers.md new file mode 100644 index 0000000..d96f829 --- /dev/null +++ b/_pages/program/cl_papers.md @@ -0,0 +1,16 @@ +--- +title: "Accepted CL Papers" +layout: single +excerpt: "ACL 2024 Accepted CL Papers" +permalink: /program/cl_papers/ +sidebar: + nav: "program" +toc: False +toc_sticky: False +--- +* **Stance Detection with Explanations**
*Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. Ng* +* **UG-schematic Annotation for Event Nominals: A Case Study in Mandarin Chinese**
*Wenxi Li, Yutong Zhang, Guy Emerson, Weiwei Sun* +* **A Bayesian approach to uncertainty in word embedding bias estimation**
*Alicja Dobrzeniecka, Rafal Urbaniak* +* **Topics in the Haystack: Enhancing Topic Quality through Corpus Expansion**
*Anton Thielmann, Arik Reuter, Quentin Seifert, Elisabeth Bergherr, Benjamin Säfken* +* **LLM-Assisted Data Augmentation for Chinese Dialogue-Level Dependency Parsing**
*Meishan Zhang, Gongyao Jiang, Shuang Liu, Jing Chen, Min Zhang* +* **Bias and Fairness in Large Language Models: A Survey**
*Isabel Orlanes Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed* diff --git a/_pages/program/findings.md b/_pages/program/findings_papers.md similarity index 99% rename from _pages/program/findings.md rename to _pages/program/findings_papers.md index 009d92f..a9e0471 100644 --- a/_pages/program/findings.md +++ b/_pages/program/findings_papers.md @@ -5,22 +5,20 @@ excerpt: "ACL 2024 Accepted Findings Papers" permalink: /program/finding_papers/ sidebar: nav: "program" -toc: false -toc_sticky: False +toc: True +toc_sticky: True --- +## Long Papers * **Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation**
*Letian Peng, Yuwei Zhang, Jingbo Shang* * **Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction**
*Mingyang Song, Liping Jing, Yi Feng* -* **AFPQ: Asymmetric Floating Point Quantization for LLMs**
*Yijia Zhang, Sicheng Zhang, Shijie Cao, DaYou Du, Jianyu Wei, Ting Cao, Ningyi Xu* * **End-to-End Emotion Semantic Parsing**
*Xiaotong Jiang, Zhongqing Wang, Guodong Zhou* * **Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System**
*Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang* * **Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model**
*Hyunsoo Cho* * **The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?**
*Alex Gu, Wen-Ding Li, Naman Jain, Theo X. Olausson, Celine Lee, Koushik Sen, Armando Solar-Lezama* * **CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support**
*Chao-Chun Hsu, Erin Bransom, Jenna Sparks, Bailey Kuehl, Chenhao Tan, David Wadden, Lucy Lu Wang, Aakanksha Naik* * **Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation**
*Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Tharindu Madusanka, Iqra Zahid, Jiayan Zeng, Xiaochi Wang, Xinran He, Yizhi LI, Goran Nenadic* -* **A Grounded Preference Model for LLM Alignment**
*Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramón Fernandez Astudillo, Asim Munawar* * **Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs**
*Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han* * **Text2DB: Integration-Aware Information Extraction with Large Language Model Agents**
*Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han* -* **How Important is a Language Model for Low-resource ASR?**
*Zoey Liu, Nitin Venkateswaran, Eric Le Ferrand, Emily Prud'hommeaux* * **MediSwift: Efficient Sparse Pre-trained Biomedical Language Models**
*Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Chen-Yu Kevin Leong, Joel Hestness, Sean Lie* * **Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling**
*Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas* * **P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models**
*Shuo Yang, Chenchen Yuan, Yao Rong, Felix Steinbauer, Gjergji Kasneci* @@ -34,7 +32,6 @@ toc_sticky: False * **Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation**
*Brooklyn Sheppard, Anna Richter, Allison Cohen, Elizabeth Allyn Smith, Tamara Kneese, Carolyne Pelletier, Ioana Baldini, Yue Dong* * **BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra**
*Parker Glenn, Parag Pravin Dakle, Liang Wang, Preethi Raghavan* * **LLM-QAT: Data-Free Quantization Aware Training for Large Language Models**
*Zechun Liu, Barlas Oguz, Changsheng Zhao, Ernie Chang, Pierre Stock, Yashar Mehdad, Yangyang Shi, Raghuraman Krishnamoorthi, Vikas Chandra* -* **InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model**
*Haogeng Liu, Quanzeng You, Yiqi Wang, Xiaotian Han, Bohan Zhai, Yongfei Liu, Wentao Chen, Yiren Jian, Yunzhe Tao, Jianbo Yuan, Ran He, Hongxia Yang* * **Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution**
*Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun* * **Benchmarking Cognitive Biases in Large Language Models as Evaluators**
*Ryan Koo, Minhwa Lee, Vipul Raheja, Jong Inn Park, Zae Myung Kim, Dongyeop Kang* * **X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions**
*Chong Li, Wen Yang, Jiajun Zhang, Jinliang Lu, Shaonan Wang, Chengqing Zong* @@ -57,18 +54,15 @@ toc_sticky: False * **Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding**
*Fanyi Qu, Hao Sun, Yunfang Wu* * **Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph**
*Lihui Liu, Blaine Hill, Boxin Du, Fei Wang, Hanghang Tong* * **Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step**
*Li Zhong, Zilong Wang, Jingbo Shang* -* **Effective In-Context Example Selection through Data Compression**
*ZhongXiang Sun, Kepu Zhang, Haoyu Wang, Xiao Zhang, Jun Xu* * **Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM**
*Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou* * **Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering**
*Yichi Zhang, Zhuo Chen, Yin Fang, Yanxi Lu, LI FANGMING, Wen Zhang, Huajun Chen* * **MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline**
*Minpeng Liao, Chengxi Li, Wei Luo, Wu Jing, Kai Fan* * **DiffusPoll: Conditional Text Diffusion Model for Poll Generation**
*Le Cheng, Shuangyin Li* -* **Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data**
*Haolong Li, Yu Ma, Yinqi Zhang, Chen Ye, Jie chen* * **Implanting LLM's Knowledge via Reading Comprehension Tree for Toxicity Detection**
*Hankun Kang, Tieyun Qian* * **LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression**
*Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang* * **EconNLI: Evaluating Large Language Models on Economics Reasoning**
*Yue Guo, Yi Yang* * **Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization**
*Songda Li, Yunqi Zhang, Chunyuan Deng, Yake Niu, Hui Zhao* * **Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers**
*Haowen Pan, Yixin Cao, Xiaozhi Wang, Xun Yang, Meng Wang* -* **Realistic Evaluation of Toxicity in Large Language Models**
*Tinh Son Luong, Thanh-Thien Le, Linh Van Ngo, Thien Huu Nguyen* * **Controllable Text Generation with Residual Memory Transformer**
*Hanqing Zhang, Si Sun, Haiming Wu, Dawei Song* * **Prompt-Based Length Controlled Generation with Multiple Control Types**
*RENLONG JIE, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu* * **PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain**
*Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang* @@ -84,9 +78,7 @@ toc_sticky: False * **Boosting Textural NER with Synthetic Image and Instructive Alignment**
*Jiahao Wang, Wenjun Ke, Peng Wang, Hang Zhang, Dong Nie, Jiajun Liu, Guozheng Li, Ziyu Shang* * **Neurons in Large Language Models: Dead, N-gram, Positional**
*Elena Voita, Javier Ferrando, Christoforos Nalmpantis* * **LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition**
*Jinyuan Li, Han Li, Di Sun, Jiahao Wang, Wenkun Zhang, Zan Wang, Gang Pan* -* **Learning Job Title Representation from Job Description Aggregation Network**
*Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich* * **FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts**
*Shubhankar Singh, Purvi Chaurasia, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, Dan Roth* -* **Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition**
*Yahan Yu, Duzhen Zhang, Xiuyi Chen, Chenhui Chu* * **Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models**
*Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li* * **Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models**
*Adian Liusie, Yassir Fathullah, Mark Gales* * **Uncovering Limitations of Large Language Models in Information Seeking from Tables**
*Chaoxu Pang, Yixuan Cao, Chunhao Yang, Ping Luo* @@ -95,7 +87,6 @@ toc_sticky: False * **RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models**
*Saeed Najafi, Alona Fyshe* * **Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings**
*Hanane Kteich, Na Li, Usashi Chatterjee, Zied Bouraoui, Steven Schockaert* * **Revisiting Multimodal Transformers for Tabular Data with Text Fields**
*Thomas Bonnier* -* **An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla**
*Jayanta Sadhu, Ayan Antik Khan, Abhik Bhattacharjee, Rifat Shahriyar* * **ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction**
*Jingcheng Niu, Saifei Liao, Victoria Ng, Simon De Montigny, Gerald Penn* * **CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems**
*Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais, Mehdi Rezagholizadeh, Boxing Chen, Prasanna Parthasarathi* * **CriticBench: Benchmarking LLMs for Critique-Correct Reasoning**
*Zicheng Lin, Zhibin Gou, Tian Liang, Ruilin Luo, Haowei Liu, Yujiu Yang* @@ -103,15 +94,9 @@ toc_sticky: False * **Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey**
*Ashok Urlana, Pruthwik Mishra, Tathagato Roy, Rahul Mishra* * **Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System**
*Hengguan Huang, Songtao Wang, Hongfu Liu, Hao Wang, Ye Wang* * **Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation**
*Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Wei Zhang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang* -* **SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing**
*Heidi Chenyu Zhang, Sina Semnani, Farhad Ghassemi, Jialiang Xu, Shicheng Liu, Monica Lam* * **Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges**
*Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty* -* **k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text**
*Abe Bohan Hou, Jingyu Zhang, Yichen Wang, Daniel Khashabi, Tianxing He* -* **ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation**
*Jirayu Burapacheep, Ishan Gaur, Agam Bhatia, Tristan Thrush* -* **Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers**
*Tuo Zhang, Jinyue Yuan, Salman Avestimehr* * **CeeBERT: Cross-Domain Inference in Early Exit BERT**
*Divya Jyoti Bajpai, Manjesh Kumar Hanawal* * **UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations**
*Souvik Das, Rohini Srihari* -* **A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism**
*Brian Thompson, Mehak Preet Dhaliwal, Peter Frisch, Tobias Domhan, Marcello Federico* -* **RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models**
*Gabriel Jacob Perin, Xuxi Chen, Shusen Liu, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher* * **VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models**
*Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng* * **Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding**
*Xuxin Cheng, Zhihong Zhu, Bang Yang, Xianwei Zhuang, Hongxiang Li, Yuexian Zou* * **Towards Safer Large Language Models through Machine Unlearning**
*Zheyuan Liu, Guangyao Dou, Zhaoxuan Tan, Yijun Tian, Meng Jiang* @@ -119,7 +104,6 @@ toc_sticky: False * **Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness**
*Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Johnson* * **SKGSum: Structured Knowledge-Guided Document Summarization**
*Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zijian Huang* * **Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches**
*Shilin Zhou, Zhenghua Li, Chen Gong, Lei Zhang, Yu Hong, Min Zhang* -* **DEBATE: Devil's Advocate-Based Assessment and Text Evaluation**
*Alex G. Kim, Keonwoo Kim, Sangwon Yoon* * **Can Large Multimodal Models Uncover Deep Semantics Behind Images?**
*Yixin Yang, Zheng Li, Qingxiu Dong, Heming Xia, Zhifang Sui* * **Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm**
*Qiang Gao, Zixiang Meng, Bobo Li, Jun Zhou, Fei Li, Chong Teng, Donghong Ji* * **A Graph per Persona: Reasoning about Subjective Natural Language Descriptions**
*EunJeong Hwang, Vered Shwartz, Dan Gutfreund, Veronika Thost* @@ -132,8 +116,6 @@ toc_sticky: False * **ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models**
*Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang, Chenghao Ma, Guanting Dong, Meina Song, Wei Lin, Yifan Zhu, Anh Tuan Luu* * **Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation**
*Yudong Wang, Chang Ma, Qingxiu Dong, Zhifang Sui, Lingpeng Kong, Jingjing Xu* * **INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair**
*Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu* -* **SocialBench: Sociality Evaluation of Role-Playing Conversational Agents**
*Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang* -* **From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications**
*Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng* * **Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues**
*Xinnan Guo, Qian Zhu, Qiuhui Shi, Xuan Lin, Liubin Wang, DaqianLi, Yongrui Chen* * **EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models**
*Yuyan Chen, Songzhou Yan, Sijia Liu, Yueze Li, Yanghua Xiao* * **Plum: Prompt Learning using Metaheuristics**
*Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, KaShun SHUM, Jipeng Zhang, Renjie Pi, Tong Zhang* @@ -156,10 +138,7 @@ toc_sticky: False * **Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction**
*Xin Miao, Yongqi Li, Shen Zhou, Tieyun Qian* * **SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages**
*Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Abinew Ali Ayele, pavan baswani, Meriem Beloucif, Chris Biemann, Sofia Bourhim, Christine de Kock, Genet Shanko Dekebo, Oumaima Hourrane, Gopichand Kanumolu, Lokesh Madasu, Samuel Rutunda, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Hailegnaw Getaneh Tilaye, Krishnapriya Vishnubhotla, Genta Indra Winata, Seid Muhie Yimam, Saif M. Mohammad* * **Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector**
*Haihui Yang, Xiaojun Quan* -* **VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks**
*Tuna Alikaşifoğlu, Arda Can Aras, Aykut Koc* * **The Emotion Dynamics of Literary Novels**
*Krishnapriya Vishnubhotla, Adam Hammond, Graeme Hirst, Saif M. Mohammad* -* **Accurate and Nuanced Open-QA Evaluation Through Textual Entailment**
*Peiran Yao, Denilson Barbosa* -* **Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages**
*Antonios Dimakis, Stella Markantonatou, Antonios Anastasopoulos* * **LANS: A Layout-Aware Neural Solver for Plane Geometry Problem**
*Zhong-Zhi Li, Ming-Liang Zhang, Fei Yin, Cheng-Lin Liu* * **Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models**
*Wenxuan Ding, Shangbin Feng, Yuhan Liu, Zhaoxuan Tan, Vidhisha Balachandran, Tianxing He, Yulia Tsvetkov* * **DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection**
*Herun Wan, Shangbin Feng, Zhaoxuan Tan, Heng Wang, Yulia Tsvetkov, Minnan Luo* @@ -171,7 +150,6 @@ toc_sticky: False * **Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment**
*William Merrill, Zhaofeng Wu, Norihito Naka, Yoon Kim, Tal Linzen* * **Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations**
*Weicheng Ma, Chunyuan Deng, Aram Moossavi, Lili Wang, Soroush Vosoughi, Diyi Yang* * **Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future**
*Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang* -* **Selective Prefix Tuning for Pre-trained Language Models**
*Hongyi Zhang, Zuchao Li, Ping Wang, hai zhao* * **MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization**
*Xiaobo Guo, Soroush Vosoughi* * **Non-compositional Expression Generation and its Continual Learning**
*Jianing Zhou, Suma Bhat* * **Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges**
*Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru WANG, Yuhang Guo, Tong Ruan, JIE XU, Xiaofan Zhang, Shaoting Zhang* @@ -187,7 +165,6 @@ toc_sticky: False * **Towards Precise Localization of Critical Errors in Machine Translation**
*Dahyun Jung, Sugyeong Eo, Heuiseok Lim* * **LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning**
*Mingyang Zhang, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang* * **Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism**
*Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai* -* **Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction**
*Yumeng Liu, Zhenghua Li, HaoChen Jiang, Bo Zhang, Chen Li, Ji Zhang* * **AgentTuning: Enabling Generalized Agent Abilities for LLMs**
*Aohan Zeng, Mingdao Liu, Rui Lu, Bowen Wang, Xiao Liu, Yuxiao Dong, Jie Tang* * **Transition-based Opinion Generation for Aspect-based Sentiment Analysis**
*Tianlai Ma, Zhongqing Wang, Guodong Zhou* * **Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion**
*Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Thanh Nguyen, Anh Tuan Luu* @@ -196,11 +173,8 @@ toc_sticky: False * **You Only Look at Screens: Multimodal Chain-of-Action Agents**
*Zhuosheng Zhang, Aston Zhang* * **$\rm SP^3$: Enhancing Structured Pruning via PCA Projection**
*Yuxuan Hu, Jing Zhang, Zhe Zhao, Chen Zhao, Xiaodong Chen, Cuiping Li, Hong Chen* * **GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization**
*Sangwon Park, Hongseok Choi, Dongha Choi, Hyunju Lee* -* **Concept-Best-Matching: Evaluating Compositionality In Emergent Communication**
*Boaz Carmeli, Yonatan Belinkov, Ron Meir* * **A Tale of Two Revisions: Summarizing Changes Across Document Versions**
*Santosh T.Y.S.S, Natwar Modani, Apoorv Saxena* * **Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction**
*Guixin Su, Mingmin Wu, Zhongqiang Huang, Yongcheng Zhang, Tongguan Wang, Yuxue Hu, Ying Sha* -* **Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection**
*Yingjie Li, Yue Zhang* -* **Likelihood-based Mitigation of Evaluation Bias in Large Language Models**
*Masanari Ohi, Masahiro Kaneko, Ryuto Koike, Mengsay Loem, Naoaki Okazaki* * **The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models**
*Jiajia Li, lu Yang, Mingni Tang, Chenchong, Zuchao Li, Ping Wang, hai zhao* * **PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference**
*Dongjie Yang, Xiaodong Han, Yan Gao, Yao Hu, Shilin Zhang, hai zhao* * **From Role-Play to Drama-Interaction: An LLM Solution**
*Weiqi Wu, Hongqiu Wu, Lai Jiang, Xingyuan Liu, hai zhao, Min Zhang* @@ -223,7 +197,6 @@ toc_sticky: False * **Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method**
*Tian Xia, Zhiwei He, Tong Ren, Yibo Miao, Zhuosheng Zhang, Yang Yang, Rui Wang* * **DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories**
*Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, jiazheng ding, Xuanming Zhang, YUQI ZHU, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang* * **LPNL: Scalable Link Prediction with Large Language Models**
*Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng* -* **Aligning Speech Segments Beyond Pure Semantics**
*Kevin Heffernan, Artyom Kozhevnikov, Loic Barrault, Alexandre Mourachko, Holger Schwenk* * **Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives**
*Thong Thanh Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy T Nguyen, See-Kiong Ng, Anh Tuan Luu* * **Generative Input: Towards Next-Generation Input Methods Paradigm**
*Keyu Ding, Yongcan Wang, Zihang Xu, Zhenzhen Jia, Enhong Chen* * **A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential**
*Wei Tang, Yixin Cao, Jiahao Ying, Bo Wang, Yuyue Zhao, Yong Liao, Pengyuan Zhou* @@ -239,14 +212,12 @@ toc_sticky: False * **KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning**
*Shiyu Tian, Yangyang Luo, Tianze Xu, Caixia Yuan, Huixing Jiang, Chen Wei, Xiaojie Wang* * **Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios**
*Lei Lin, Jiayi Fu, Pengli Liu, Qingyang Li, Yan Gong, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di ZHANG, Kun Gai* * **Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering**
*Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth* -* **Improving In-Context Learning with Prediction Feedback for Sentiment Analysis**
*Hongling Xu, Qianlong Wang, Yice Zhang, Min Yang, Xi Zeng, Bing Qin, Ruifeng Xu* * **Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model**
*Zhiwei Li, Ran Song, Caihong Sun, Wei Xu, Zhengtao Yu, Ji-Rong Wen* * **Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint**
*Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu* * **SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models**
*Lijun Li, Bowen Dong, Ruohui Wang, Xuhao Hu, Wangmeng Zuo, Dahua Lin, Yu Qiao, Jing Shao* * **Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation**
*Pablo Messina, Rene Vidal, Denis Parra, Alvaro Soto, Vladimir Araujo* * **GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network**
*Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schuetze* * **M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering**
*Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler* -* **MovieSum: An Abstractive Summarization Dataset for Movie Screenplays**
*Rohit Saxena, Frank Keller* * **Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality**
*Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo Cesar* * **Perceptions of Language Technology Failures from South Asian English Speakers**
*Faye Holt, William Barr Held, Diyi Yang* * **A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task**
*Jannik Brinkmann, Abhay Sheshadri, Victor Levoso, Paul Swoboda, Christian Bartelt* @@ -256,8 +227,6 @@ toc_sticky: False * **Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection**
*Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang* * **DebugBench: Evaluating Debugging Capability of Large Language Models**
*Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Hui Haotian, Liu Weichuan, Zhiyuan Liu, Maosong Sun* * **POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment**
*Zhihan Zhou, Xue Gu, Yujie Zhao, Hao Xu* -* **Context Length Extension via Generalized Extrapolation Scale**
*Linhan Li, Zhang Huaping* -* **Selectively Answering Visual Questions**
*Julian Martin Eisenschlos, Hernán Maina, Guido Ivetta, Luciana Benotti* * **Wav2SQL: Direct Generalizable Speech-To-SQL Parsing**
*Huadai Liu, Rongjie Huang, Jinzheng He, Gang Sun, Ran Shen, Xize Cheng, Zhou Zhao* * **E2-LLM: Efficient and Extreme Length Extension of Large Language Models**
*Jiaheng Liu, ZhiqiBai, Yuanxing Zhang, Zhang Chenchen, YuangZh, Ge Zhang, JiakaiWang, Haoran Que, Yukang Chen, Wenbo Su, Tiezheng Ge, Jie Fu, Wenhu Chen, Bo Zheng* * **Are Female Carpenters like Blue Bananas? A Corpus Investigation of Occupation Gender Typicality**
*Da JU, Karen Ullrich, Adina Williams* @@ -273,12 +242,10 @@ toc_sticky: False * **LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild**
*Ziyu Zhao, Leilei Gan, Guoyin Wang, Wangchunshu Zhou, Hongxia Yang, Kun Kuang, Fei Wu* * **ELAD: Explanation-Guided Large Language Models Active Distillation**
*Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao* * **Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ**
*Carolin Holtermann, Paul Röttger, Timm Dill, Anne Lauscher* -* **Semantics or spelling? Probing contextual word embeddings with orthographic noise**
*Jacob A. Matthews, John R Starr, Marten Van Schijndel* * **The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)**
*Shenglai Zeng, Jiankun Zhang, Pengfei He, Yiding Liu, Yue Xing, Han Xu, Jie Ren, Yi Chang, Shuaiqiang Wang, Dawei Yin, Jiliang Tang* * **EmpathicStories++: A Multimodal Dataset for Empathy Towards Personal Experiences**
*Jocelyn J Shen, Yubin Kim, Mohit Hulse, Wazeer Zulfikar, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park* * **MRL Parsing Without Tears: The Case of Hebrew**
*Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Reut Tsarfaty* * **SyntaxShap: Syntax-aware Explainability Method for Text Generation**
*Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady* -* **Automated Detection and Analysis of Data Practices Using A Real-World Corpus**
*Mukund Srinath, Pranav Narayanan Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson* * **Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations**
*Xiran Fan, Minghua Xu, Huiyuan Chen, Yuzhong Chen, Mahashweta Das, Hao Yang* * **Tell Me What's Next: Textual Foresight for Generic UI Representations**
*Andrea Burns, Kate Saenko, Bryan A. Plummer* * **Probing the Uniquely Identifiable Linguistic Patterns of Conversational AI Agents**
*Iqra Zahid, Tharindu Madusanka, Riza Batista-Navarro, Youcheng Sun* @@ -293,7 +260,6 @@ toc_sticky: False * **Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering**
*Peng Yixing, Quan Wang, Licheng Zhang, Yi Liu, Zhendong Mao* * **Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis**
*Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang* * **Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation**
*Xinyi Mou, zhongyu wei, Xuanjing Huang* -* **Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models**
*Hiroshi Kanayama, YANG ZHAO, Ran Iwamoto, Takuya Ohko* * **Locating and Extracting Relational Concepts in Large Language Models**
*Zijian Wang, Britney Whyte, Chang Xu* * **Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models**
*Mingda Li, Xinyu Li, Yifan Chen, Wenfeng Xuan, Weinan Zhang* * **SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis**
*Xulang Zhang, Rui Mao, Erik Cambria* @@ -323,12 +289,10 @@ toc_sticky: False * **Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding**
*Hanling Yi, Feng Lin, Hongbin Li, Peiyang Ning, Xiaotian Yu, Rong Xiao* * **StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation**
*Boxi Cao, Mengjie Ren, Hongyu Lin, Xianpei Han, Feng Zhang, Junfeng Zhan, Le Sun* * **Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching**
*Xinwei Wu, Weilong Dong, Shaoyang Xu, Deyi Xiong* -* **Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition**
*Laura Mascarell, Yan LHomme, Majed El Helou* * **BadActs: A Universal Backdoor Defense in the Activation Space**
*Biao Yi, Sishuo Chen, Yiming Li, Tong Li, Baolei Zhang, Zheli Liu* * **ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining**
*Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua* * **Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering**
*Quan Yan, Junwen Duan, Jianxin Wang* * **Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques**
*Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Pattisapu Nikhil Priyatam, Anish bhanushali, Prasanna Srinivasa Murthy* -* **Evaluating Large Language Models on Wikipedia-Style Survey Generation**
*Fan Gao, Hang Jiang, Rui Yang, Qingcheng Zeng, Jinghui Lu, Moritz Blum, Tianwei She, Yuang Jiang, Irene Li* * **The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse**
*Wanli Yang, Fei Sun, Xinyu Ma, Xun Liu, Dawei Yin, Xueqi Cheng* * **Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing**
*Qi Li, Xiaowen Chu* * **Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation**
*Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng* @@ -336,8 +300,8 @@ toc_sticky: False * **StatBot.Swiss: Bilingual Open Data Exploration in Natural Language**
*Farhad Nooralahzadeh, Yi Zhang, Ellery Smith, Sabine Maennel, Cyril Matthey-Doret, Raphaël De Fondeville, Kurt Stockinger* * **Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models**
*Yubing Ren, Ping Guo, Yanan Cao, Wei Ma* * **Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction**
*Kai Shuang, zhouji, wang qiwei, Jinyu Guo* -* **Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning"**
*Shuzheng Si, Helan Hu, Haozhe Zhao, Shuang Zeng, Kaikai An, Zefan Cai, Baobao Chang* -* **Predicting Narratives of Climate Obstruction in Social Media Advertising**
*Harri Rowlands, Gaku Morio, Dylan Tanner, Christopher D Manning* + "* **Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning + and Student-Student Collaborative Learning**
*Shuzheng Si, Helan Hu, Haozhe Zhao, Shuang Zeng, Kaikai An, Zefan Cai, Baobao Chang*" * **SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space**
*Huazheng Wang, Haifeng Sun, Jingyu Wang, Qi Qi, Zixuan Xia, Menghao Zhang, Jianxin Liao* * **$\textit{GeoHard}$: Towards Measuring Class-wise Hardness through Modelling Class Semantics**
*Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl* * **Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models**
*Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen* @@ -359,14 +323,12 @@ toc_sticky: False * **All Languages Matter: On the Multilingual Safety of LLMs**
*Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael Lyu* * **LJPCheck: Functional Tests for Legal Judgment Prediction**
*Yuan Zhang, Wanhong Huang, Yi Feng, Chuanyi Li, Zhiwei Fei, Jidong Ge, Bin Luo, Vincent Ng* * **CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset**
*Wanhong Huang, Yi Feng, Chuanyi Li, Honghan Wu, Jidong Ge, Vincent Ng* -* **Model Editing by Standard Fine-Tuning**
*Govind Krishnan Gangadhar, Karl Stratos* * **Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning**
*Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gael Gendron, Timothy Pistotti, Neset TAN, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu* * **CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow**
*Nathanaël Beau, Benoit Crabbé* * **ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model**
*Luan Thanh Nguyen* * **Bias in News Summarization: Measures, Pitfalls and Corpora**
*Julius Steen, Katja Markert* * **When to Trust LLMs: Aligning Confidence with Response Quality**
*Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding* * **Zero-shot Cross-lingual Alignment for Embedding Initialization**
*Xi Ai, Zhiyong Huang* -* **Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)**
*Avshalom Manevich, Reut Tsarfaty* * **It takes two to borrow: a donor and a recipient. Who’s who?**
*Liviu P Dinu, Ana Sabina Uban, Anca Daniela Dinu, Ioan-Bogdan Iordache, Simona Georgescu, Laurentiu Zoicas* * **Advancing Post-OCR Correction: A Comparative Study of Synthetic Data**
*Shuhao Guan, Derek Greene* * **GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization**
*Chenghua Huang, Shisong Chen, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Jiaxin Liu, Zhigang Chen* @@ -388,7 +350,6 @@ toc_sticky: False * **ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model**
*Xuanqing Yu, Wangtao Sun, Jingwei Li, Kang Liu, Chengbao Liu, Jie Tan* * **Speech-based Slot Filling using Large Language Models**
*Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Phil Woodland* * **Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies**
*Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei V. S. Pakhomov* -* **HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew**
*Tzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, Reut Tsarfaty* * **TRAM: Benchmarking Temporal Reasoning for Large Language Models**
*Yuqing Wang, Yun Zhao* * **Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models**
*Alfonso Amayuelas, Kyle Wong, Liangming Pan, Wenhu Chen, William Yang Wang* * **Exploring Defeasibility in Causal Reasoning**
*Shaobo Cui, Lazar Milikic, Yiyang Feng, Mete Ismayilzada, Debjit Paul, Antoine Bosselut, Boi Faltings* @@ -401,7 +362,6 @@ toc_sticky: False * **Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition**
*Yuanhe Tian, Fei Xia, Yan Song* * **Text Simplification via Adaptive Teaching**
*Seyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff* * **A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts**
*Gokcen Gokceoglu, Devrim Çavuşoğlu, Emre Akbas, Özen Nergis Dolcerocca* -* **It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance**
*Laura Cabello, Uchenna Akujuobi* * **Whose Emotions and Moral Sentiments do Language Models Reflect?**
*Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman* * **LLM can Achieve Self-Regulation via Hyperparameter Aware Generation**
*Siyin Wang, Shimin Li, Tianxiang Sun, Jinlan Fu, Qinyuan Cheng, Jiasheng Ye, Junjie Ye, Xipeng Qiu, Xuanjing Huang* * **Forward-Backward Reasoning in Large Language Models for Mathematical Verification**
*Weisen Jiang, Han Shi, Longhui Yu, Zhengying Liu, Yu Zhang, Zhenguo Li, James Kwok* @@ -422,17 +382,14 @@ toc_sticky: False * **Identifying Semantic Induction Heads to Understand In-Context Learning**
*Jie Ren, Qipeng Guo, Hang Yan, Dongrui Liu, Quanshi Zhang, Xipeng Qiu, Dahua Lin* * **Chinese Spelling Corrector Is Just a Language Learner**
*Lai Jiang, Hongqiu Wu, hai zhao, Min Zhang* * **Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models**
*Junfei Wu, Qiang Liu, Ding Wang, Jinghao Zhang, Shu Wu, Liang Wang, Tieniu Tan* -* **RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering**
*Zihan Zhang, Meng Fang, Ling Chen* * **LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models**
*Xi Chen, Songyang Zhang, Qibing Bai, Kai Chen, Satoshi Nakamura* * **Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation**
*Ming Gu, Yan Yang* * **DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling**
*Shr Quan* -* **LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation**
*Ikuya Yamada, Ryokan Ri* * **Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective**
*Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou* * **Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration**
*Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen* * **Continual Dialogue State Tracking via Reason-of-Select Distillation**
*Yujie Feng, Bo LIU, Xiaoyu DONG, ZEXIN LU, Li-Ming Zhan, Xiao-Ming Wu, Albert Y.S. Lam* * **Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text**
*Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang* * **SoFA: Shielded On-the-fly Alignment via Priority Rule Following**
*Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li* -* **Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition**
*Ariel Goldstein, Gabriel Stanovsky* * **Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning**
*Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn Schuller* * **RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter**
*Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li* * **Benchmarking and Improving Long-Text Translation with Large Language Models**
*Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu* @@ -442,25 +399,20 @@ toc_sticky: False * **MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production**
*Jian Ma, Wenguan Wang, Yi Yang, Feng Zheng* * **BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models**
*Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong* * **PartialFormer: Modeling Part Instead of Whole for Machine Translation**
*Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, JingBo Zhu* -* **Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy**
*Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee* * **PACE: Improving Prompt with Actor-Critic Editing for Large Language Model**
*Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li* * **Penetrative AI: Making LLMs Comprehend the Physical World**
*Huatao Xu, Liying Han, Qirui Yang, Mo Li, Mani Srivastava* * **The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis**
*Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Oluwadara Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach* * **Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking**
*Ming Dong, Yujing Chen, Zhang Miao, Hao Sun, Tingting He* * **An Empirical Study of In-context Learning in LLMs for Machine Translation**
*Pranjal A Chitale, Jay Gala, Raj Dabre* -* **"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models**
*Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank* * **ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs**
*Lei Sun, Zhengwei Tao, Youdi Li, Hiroshi Arakawa* * **A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models**
*Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek* * **A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning**
*Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos, Georgios Moschovis, Ion Androutsopoulos* * **Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model**
*Hengyuan Zhang, Yanru Wu, Dawei Li, Ziqing Yang, Rui Zhao, Yong Jiang, Fei Tan* * **A Two-Agent Game for Zero-shot Relation Triplet Extraction**
*Ting Xu, Haiqin Yang, Fei Zhao, Zhen Wu, Xinyu Dai* * **Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning**
*Naibin Gu, Peng Fu, Xiyu Liu, Bowen Shen, Zheng Lin, Weiping Wang* -* **Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German**
*Manuel Lardelli, Giuseppe Attanasio, Anne Lauscher* -* **Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization**
*Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu* * **Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever**
*Xinwei Long, Jiali Zeng, Fandong Meng, Jie Zhou, Bowen Zhou* * **A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection**
*Taichi Aida, Danushka Bollegala* * **What Have We Achieved on Non-autoregressive Translation?**
*Yafu Li, Huajian Zhang, Jianhao Yan, Yongjing Yin, Yue Zhang* -* **From Zero to Hero: Cold-Start Anomaly Detection**
*Tal Reiss, George Kour, Naama Zwerdling, Ateret Anaby Tavor, Yedid Hoshen* * **Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives**
*Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui* * **DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models**
*Shanbao Qiao, Xuebing Liu, Seung-Hoon Na* * **Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding**
*Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui* @@ -473,14 +425,12 @@ toc_sticky: False * **ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning**
*Fanqing Meng, Wenqi Shao, Quanfeng Lu, Peng Gao, Kaipeng Zhang, Yu Qiao, Ping Luo* * **Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering**
*Xiang Li, Shizhu He, Fangyu Lei, JunYang, Tianhuang Su, Kang Liu, Jun Zhao* * **ALaRM: Align Language Models via Hierarchical Rewards Modeling**
*Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, zhongyu wei* -* **LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting**
*haoxin liu, Zhiyuan Zhao, Jindong Wang, Harshavardhan Kamarthi, B. Aditya Prakash* * **Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models**
*Zhenyi Lu, Jie Tian, Wei Wei, Xiaoye Qu, Yu Cheng, Wenfeng xie, Dangyang Chen* * **UOR: Universal Backdoor Attacks on Pre-trained Language Models**
*Wei Du, Peixuan Li, Haodong Zhao, Tianjie Ju, Ge Ren, Gongshen Liu* * **Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences**
*Patrick Haller, Lena Sophia Bolliger, Lena Ann Jäger* -* **The State of Relation Extraction Data Quality: Is Bigger Always Better?**
*Erica Cai, Brendan O'Connor* * **NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries**
*Shudan Zhang, Hanlin Zhao, Xiao Liu, Qinkai Zheng, Zehan Qi, Xiaotao Gu, Yuxiao Dong, Jie Tang* * **LLMCrit: Teaching Large Language Models to Use Criteria**
*Weizhe Yuan, Pengfei Liu, Matthias Gallé* -* **Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations**
*Leonardo Ranaldi, Giulia Pucci* +* **Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations**
*Leonardo Ranaldi, Giulia Pucci, Andre Freitas* * **Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies**
*Nitesh Kumar, Usashi Chatterjee, Steven Schockaert* * **Efficient $k$-Nearest-Neighbor Machine Translation with Dynamic Retrieval**
*Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su* * **Symmetric Dot-Product Attention for Efficient Training of BERT Language Models**
*Martin Courtois, Malte Ostendorff, Leonhard Hennig, Georg Rehm* @@ -493,8 +443,6 @@ toc_sticky: False * **SMR: State Memory Replay for Long Sequence Modeling**
*Biqing Qi, Junqi Gao, Kaiyan Zhang, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou* * **Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks**
*Aditi Mishra, Sajjadur Rahman, Kushan Mitra, Hannah Kim, Estevam Hruschka* * **Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness**
*CHENXI LI, Yuanhe Tian, Zhaxi Zerong, Yan Song, Fei Xia* -* **Linear Cross-Lingual Mapping of Sentence Embeddings**
*Oleg Vasilyev, Fumika Isono, John Bohannon* -* **ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement**
*Xinliang Frederick Zhang, Carter Blum, Temma Choji, Shalin Shah, Alakananda Vempala* * **LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback**
*Wen Lai, Mohsen Mesgar, Alexander Fraser* * **BASS: Batched Attention-optimized Speculative Sampling**
*Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha, Mingyue Shang, Sanjay Krishna Gouda, Ramesh Nallapati, Sudipta Sengupta, Xiaofei Ma, Anoop Deoras* * **Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games**
*Dekun Wu, Haochen Shi, Zhiyuan Sun, Bang Liu* @@ -518,19 +466,15 @@ toc_sticky: False * **Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?**
*Marcio Fonseca, Shay B Cohen* * **Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion**
*Guangqian Yang, Yi Liu, Lei Zhang, Licheng Zhang, Hongtao Xie, Zhendong Mao* * **Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products**
*TAO ZHANG, Chenwei Zhang, Xian Li, Jingbo Shang, Hoang H Nguyen, Philip S. Yu* -* **Exploring Domain Robust Lightweight Reward Models based on Router Mechanism**
*Hyuk Namgoong, Jeesu Jung, Sangkeun Jung, YoonHyung Roh* * **Generalized Category Discovery with Large Language Models in the Loop**
*Wenbin An, Wenkai Shi, Feng Tian, Haonan Lin, QianYing Wang, Yaqiang Wu, mingxiang cai, Luyan Wang, Yan Chen, Haiping Zhu, Ping Chen* * **VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE**
*Zhenyi Wang, Haiyan Ning, Qing Ling, Dan Wang* * **PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion**
*Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan* * **Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models**
*Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen* * **DB-LLM: Accurate Dual-Binarization for Efficient LLMs**
*Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao* * **TempCompass: Do Video LLMs Really Understand Videos?**
*Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou* -* **"Get Their Hands Dirty, Not Mine'': On Researcher-Annotator Collaboration and the Agency of Annotators**
*Shengqi Zhu, Jeffrey Rzeszotarski* * **Teaching Large Language Models an Unseen Language on the Fly**
*Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng* * **Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models**
*Qingyu Lu, Baopu Qiu, Liang Ding, Kanjian Zhang, Tom Kocmi, Dacheng Tao* -* **GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation**
*Yi Zong, Xipeng Qiu* * **DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation**
*Jiapeng Wang, Chengyu Wang, Tingfeng Cao, Jun Huang, Lianwen Jin* -* **Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration**
*Kejuan Yang, Xiao Liu, Kaiwen Men, Aohan Zeng, Yuxiao Dong, Jie Tang* * **Rationales for Answers to Simple Math Word Problems Confuse Large Language Models**
*Yidan Zhang, Mingfeng Xue, Dayiheng Liu, Zhenan He* * **ResLoRA: Identity Residual Mapping in Low-Rank Adaption**
*Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang* * **Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level**
*Chenxu Wang, Bin Dai, Huaping Liu, Baoyuan Wang* @@ -549,8 +493,6 @@ toc_sticky: False * **CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation**
*Xinbei Ma, Zhuosheng Zhang, hai zhao* * **FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering**
*Yue Fan, Hu zhang, Ru Li, YuJie Wang, Hongye Tan, Jiye Liang* * **P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization**
*Yuansen Zhang, Xiao Wang, Tianze Chen, Jiayi Fu, Tao Gui, Qi Zhang* -* **Large Language Models Can Learn Representation in Natural Language**
*Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan* -* **CTC-based Non-autoregressive Textless Speech-to-Speech Translation**
*Qingkai Fang, Zhengrui Ma, Yan Zhou, Min zhang, Yang Feng* * **RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction**
*Yongqi Fan, yansha zhu, KUI XUE, Jingping Liu, Tong Ruan* * **Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction**
*Weiyan Zhang, Wanpeng Lu, Jiacheng Wang, Yating Wang, Lihan Chen, Haiyun Jiang, Jingping Liu, Tong Ruan* * **AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought**
*Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin* @@ -558,7 +500,6 @@ toc_sticky: False * **Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data**
*Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng* * **On the Vulnerability of Safety Alignment in Open-Access LLMs**
*Jingwei Yi, Rui Ye, Qisi Chen, Bin Benjamin Zhu, Siheng Chen, Defu Lian, Guangzhong Sun, Xing Xie, Fangzhao Wu* * **PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation**
*Pan Yang, Dandan Song, Zhijing Wu, Yanru Zhou* -* **Evidence Retrieval is almost All You Need for Fact Verification**
*Liwen Zheng, Chaozhuo Li, Xi Zhang, Yu-Ming Shang, Feiran Huang, Haoran Jia* * **Outdated Issue Aware Decoding for Factual Knowledge Editing**
*Zengkui Sun, Yijin Liu, Jiaan Wang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou* * **Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness**
*Maximilian Spliethöver, Sai Nikhil Menon, Henning Wachsmuth* * **DP-MLM: Differentially Private Text Rewriting Using Masked Language Models**
*Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes* @@ -582,7 +523,6 @@ toc_sticky: False * **Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST!**
*Frank Wildenburg, Michael Hanna, Sandro Pezzelle* * **Visual Hallucinations of Multi-modal Large Language Models**
*Wen Huang, Hongbin Liu, Minxin Guo, Neil Zhenqiang Gong* * **SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization**
*Ran Liu, Ming Liu, Min Yu, He Zhang, Jianguo Jiang, Gang Li, Weiqing Huang* -* **Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation**
*Joan Santoso, Patrick Sutanto, Billy Kelvianto Cahyadi, Esther Irawati Setiawan* * **Understanding and Patching Compositional Reasoning in LLMs**
*Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei* * **Bilingual Rhetorical Structure Parsing with Large Parallel Annotations**
*Elena Chistova* * **Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots**
*Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan* @@ -590,7 +530,6 @@ toc_sticky: False * **Automated Focused Feedback Generation for Scientific Writing Assistance**
*Eric Chamoun, Michael Sejr Schlichtkrull, Andreas Vlachos* * **FastGAS: Fast Graph-based Annotation Selection for In-Context Learning**
*Zihan Chen, Song Wang, Cong Shen, Jundong Li* * **Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations**
*Bowen Shen, Zheng Lin, Daren Zha, Wei Liu, Jian Luan, Bin Wang, Weiping Wang* -* **Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation**
*Langlin Huang, Yang Feng* * **Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability**
*Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas* * **Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion**
*Ruiqi Li, Rongjie Huang, Yongqi Wang, Zhiqing Hong, Zhou Zhao* * **Evaluating Large Language Model Biases in Persona-Steered Generation**
*Andy Liu, Mona T. Diab, Daniel Fried* @@ -608,10 +547,6 @@ toc_sticky: False * **An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models**
*Xiongtao Zhou, Jie He, Yuhua Ke, Guangyao Zhu, Victor Gutierrez Basulto, Jeff Z. Pan* * **PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset**
*Arda Uzunoglu, Gözde Gül Şahin, Abdulfattah Safa* * **TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation**
*Gökçe Uludoğan, Zeynep Yirmibeşoğlu Balal, Furkan Akkurt, Meliksah Turker, Onur Gungor, Susan Üsküdarlı* -* **MELD-ST: An Emotion-aware Speech Translation Dataset**
*Sirou Chen, Sakiko Yahata, Shuichiro Shimizu, Zhengdong Yang, Yihang Li, Chenhui Chu, Sadao Kurohashi* -* **Designing Informative Metrics for Few-Shot Example Selection**
*Rishabh Adiga, Lakshmi Subramanian, Varun Chandrasekaran* -* **Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning**
*Yiquan Wu, Anlai Zhou, Yuhang Liu, Yifei Liu, Adam Jatowt, Weiming Lu, Jun Xiao, Kun Kuang* -* **It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning**
*Nishant Balepur, Shramay Palta, Rachel Rudinger* * **From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning**
*Feng Zhang, Wei Chen, Fei Ding, Meng Gao, Tengjiao Wang, Jiahui Yao, Jiabin Zheng* * **Efficient Continual Pre-training for Building Domain Specific Large Language Models**
*Yong Xie, Karan Aggarwal, Aitzaz Ahmad* * **Distantly-Supervised Joint Extraction with Noise-Robust Learning**
*Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu* @@ -661,14 +596,11 @@ toc_sticky: False * **PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs**
*An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu* * **Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction**
*Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik, Aleksandra Domogała, Marcin Oleksy, Maciej Piasecki, Tomasz Jan Kajdanowicz* * **Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM**
*Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang* -* **Centroid-Based Efficient Minimum Bayes Risk Decoding**
*Hiroyuki Deguchi, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe, Hideki Tanaka, Masao Utiyama* * **Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration**
*Han Cheng Yu, Yu An Shih, Kin Man Law, KaiYu Hsieh, Yu Chen Cheng, Hsin Chih Ho, Zih An Lin, WEN-CHUAN HSU, Yao-Chung Fan* * **Exploiting Positional Bias for Query-Agnostic Generative Content in Search**
*Andrew Parry, Sean MacAvaney, Debasis Ganguly* * **ICC : Quantifying Image Caption Concreteness for Multimodal Dataset Curation**
*Moran Yanuka, Morris Alper, Hadar Averbuch-Elor, Raja Giryes* * **On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey**
*Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang* -* **When is a Language Process a Language Model?**
*Li Du, Holden Lee, Jason Eisner, Ryan Cotterell* * **Accelerating Multilingual Language Model for Excessively Tokenized Languages**
*Jimin Hong, Gibbeum Lee, Jaewoong Cho* -* **Definition Generation for Automatically Induced Semantic Frame**
*Yi Han, Ryohei Sasano, Koichi Takeda* * **Distillation Enhanced Generative Retrieval**
*Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua* * **ToxVidLM: A Multimodal Framework for Toxicity Detection in Code-Mixed Videos**
*Krishanu Maity, A.S. Poornash, Sriparna Saha, Pushpak Bhattacharyya* * **StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models**
*Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu* @@ -676,7 +608,6 @@ toc_sticky: False * **KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge**
*Jiyoung Lee, Minwoo Kim, Seungho Kim, Junghwan Kim, Seunghyun Won, Hwaran Lee, Edward Choi* * **Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development**
*Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Aman Chadha, Samrat Mondal* * **Space Decomposition for Sentence Embedding**
*Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong* -* **Don’t Augment, Rewrite? Assessing Abusive Language Detection with Synthetic Data**
*Camilla Casula, Elisa Leonardelli, Sara Tonelli* * **Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources**
*Francis Zheng, Edison Marrese-Taylor, Yutaka Matsuo* * **CMMLU: Measuring massive multitask language understanding in Chinese**
*Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, hai zhao, Yeyun Gong, Nan Duan, Timothy Baldwin* * **Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation**
*Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo* @@ -720,9 +651,7 @@ toc_sticky: False * **Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation**
*Xianfeng Zeng, Yijin Liu, Fandong Meng, Jie Zhou* * **Prompting open-source and commercial language models for grammatical error correction of English learner text**
*Christopher Davis, Andrew Caines, O Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery* * **BATS: BenchmArking Text Simplicity 🦇**
*Christin Katharina Kreutz, Fabian Haak, Björn Engelmann, Philipp Schaer* -* **AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection**
*Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt* * **Discovering influential text using convolutional neural networks**
*Megan Ayers, Luke Sanford, Margaret Roberts, Eddie Yang* -* **LC4EE: LLMs as Good Corrector for Event Extraction**
*Mengna Zhu, Kaisheng Zeng, JibingWu, Lihua Liu, Hongbin Huang, Lei Hou, Juanzi Li* * **Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models**
*Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Bin Gu, Mengfei Yang, Ge Li* * **Efficient Training of Language Models with Compact and Consistent Next Token Distributions**
*Ashutosh Sathe, Sunita Sarawagi* * **Ancient Chinese Glyph Identification Powered by Radical Semantics**
*Yang Chi, Fausto Giunchiglia, Chuntao Li, Hao Xu* @@ -741,7 +670,6 @@ toc_sticky: False * **Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning**
*Yuhang He, Jianzhu Bao, Yang Sun, Bin Liang, Min Yang, Bing Qin, Ruifeng Xu* * **Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition**
*Tariq Alhindi, Smaranda Muresan, Preslav Nakov* * **Concept-aware Data Construction Improves In-context Learning of Language Models**
*Michal Štefánik, Marek Kadlčík, Petr Sojka* -* **Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis**
*Gerard Christopher Yeo, Shaz Furniturewala, Kokil Jaidka* * **Non-Autoregressive Machine Translation as Constrained HMM**
*Haoran Li, Zhanming Jie, Wei Lu* * **Multi-modal Stance Detection: New Datasets and Model**
*Bin Liang, Ang Li, Jingqian Zhao, Lin Gui, Min Yang, Yue Yu, Kam-Fai Wong, Ruifeng Xu* * **Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression**
*Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang* @@ -754,7 +682,6 @@ toc_sticky: False * **Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling**
*Anthony Hills, Talia Tseriotou, Xenia Miscouridou, Adam Tsakalidis, Maria Liakata* * **CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation**
*Xiwen Liang, Liang Ma, Shanshan Guo, Jianhua Han, Hang Xu, Shikui Ma, Xiaodan Liang* * **SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval**
*Siwei Wu, Yizhi LI, Kang Zhu, Ge Zhang, Yiming Liang, Kaijing Ma, Chenghao Xiao, Haoran Zhang, Bohao Yang, Wenhu Chen, Wenhao Huang, Noura Al Moubayed, Jie Fu, Chenghua Lin* -* **Diving Deep into the Motion Representation of Video-Text Models**
*Chinmaya Devaraj, Cornelia Fermuller, Yiannis Aloimonos* * **Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation**
*Nihal V. Nayak, Yiyang Nan, Avi Trost, Stephen Bach* * **Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning**
*Anirudh Som, Karan Sikka, Helen Gent, Ajay Divakaran, Andreas Kathol, Dimitra Vergyri* * **Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse**
*Khiem Dinh Phi, Noushin Salek Faramarzi, Chenlu Wang, Ritwik Banerjee* @@ -765,17 +692,14 @@ toc_sticky: False * **Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies**
*Aswin RRV, Nemika Tyagi, Md Nayem Uddin, Neeraj Varshney, Chitta Baral* * **Empowering Large Language Models for Textual Data Augmentation**
*Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee* * **Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks**
*Lukas Garbaciauskas, Max Ploner, Alan Akbik* -* **Argument-Aware Approach To Event Linking**
*I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng* * **CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation**
*I-Hung Hsu, Zifeng Wang, Long Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister* * **TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction**
*Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji* -* **Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers**
*Jay L. Cunningham, Su Lin Blodgett, Michael A. Madaio, Hal Daumé III, Christina Harrington, Hanna Wallach* * **OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement**
*Tianyu Zheng, Ge Zhang, Tianhao Shen, Xueling Liu, Bill Yuchen Lin, Jie Fu, Wenhu Chen, Xiang Yue* * **Measuring and Addressing Indexical Bias in Information Retrieval**
*Caleb Ziems, William Barr Held, Jane Dwivedi-Yu, Diyi Yang* * **CIDAR: Culturally Relevant Instruction Dataset For Arabic**
*Zaid Alyafeai, Khalid Almubarak, Ahmed Ashraf, Deema Alnuhait, Saied Alshahrani, Gubran A.Q. Abdulrahman, Gamil Ahmed, Qais Gawah, Zead Saleh, Mustafa Ghaleb, Yousef Ali, Maged S. Al-shaibani* * **RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports**
*Jean-Benoit Delbrouck, Pierre Joseph Marcel Chambon, Zhihong Chen, Maya Varma, Andrew Johnston, Louis Blankemeier, Dave Van Veen, Tan Bui, Steven Truong, Curtis Langlotz* * **SMART: Submodular Data Mixture Strategy for Instruction Tuning**
*H S V N S Kowndinya Renduchintala, Sumit Bhatia, Ganesh Ramakrishnan* * **Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning**
*Tejas Srinivasan, Jack Hessel, Tanmay Gupta, Bill Yuchen Lin, Yejin Choi, Jesse Thomason, Khyathi Chandu* -* **Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi**
*Jonne Sälevä, Constantine Lignos* * **Differentially Private Knowledge Distillation via Synthetic Text Generation**
*James Flemings, Murali Annavaram* * **KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions**
*Fangyuan Xu, Kyle Lo, Luca Soldaini, Bailey Kuehl, Eunsol Choi, David Wadden* * **XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags**
*Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty* @@ -789,14 +713,12 @@ toc_sticky: False * **Extracting Polymer Nanocomposite Samples from Full-Length Documents**
*Ghazal Khalighinejad, Defne Circi, L. Brinson, Bhuwan Dhingra* * **Leveraging LLM Reasoning Enhances Personalized Recommender Systems**
*Alicia Y. Tsai, Adam Kraft, Long Jin, Chenwei Cai, Anahita Hosseini, Taibai Xu, Zemin Zhang, Lichan Hong, Ed H. Chi, Xinyang Yi* * **Toucan: Many-to-Many Translation for 150 African Language Pairs**
*AbdelRahim A. Elmadany, Ife Adebara, Muhammad Abdul-Mageed* -* **Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning**
*Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian McAuley* * **Evaluating Structural Generalization in Neural Machine Translation**
*Ryoma Kumon, Daiki Matsuoka, Hitomi Yanaka* * **Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling**
*Gregorios A Katsios, Ning Sa, Tomek Strzalkowski* * **CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs’ Mathematical Reasoning Capabilities**
*Yujun Audrey Mao, Yoon Kim, Yilun Zhou* * **Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding**
*Jiali Zeng, Fandong Meng, Yongjing Yin, Jie Zhou* * **Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition**
*Yukiya Hono, Koh Mitsuda, Tianyu Zhao, Kentaro Mitsui, Toshiaki Wakatsuki, Kei Sawada* * **Proving membership in LLM pretraining data via data watermarks**
*Johnny Wei, Ryan Yixiang Wang, Robin Jia* -* **Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses**
*Dongxu Zhang, Varun Prashant Gangal, Barrett Martin Lattimer, Yi Yang* * **SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC**
*Jinglong Luo, Yehong Zhang, Zhuo Zhang, Jiaqi Zhang, Xin Mu, Hui Wang, Yue Yu, Zenglin Xu* * **Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications**
*Junlin Wang, Tianyi Yang, Roy Xie, Bhuwan Dhingra* * **History-Aware Conversational Dense Retrieval**
*Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su, Kaiyu Huang, Jian-Yun Nie* @@ -805,7 +727,6 @@ toc_sticky: False * **Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection**
*Barah Fazili, Ashish Sunil Agrawal, Preethi Jyothi* * **Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models**
*Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Bo Wang* * **Exploring the Potential of Dense Information in Multimodal Alignment**
*Zhiyuan Fan, Zhihong Chen, Benyou Wang* -* **Referral Augmentation for Zero-Shot Information Retrieval**
*Michael Tang, Shunyu Yao, John Yang, Karthik R Narasimhan* * **InstructEval: Instruction-Tuned Text Evaluator from Human Preference**
*Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li* * **A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models**
*Dang Cao Cuong, Dung D. Le, Thai Le* * **InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment**
*Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao, Julian McAuley* @@ -836,7 +757,6 @@ toc_sticky: False * **LLMs cannot find reasoning errors, but can correct them given the error location**
*Gladys Tyen, Hassan Mansoor, Victor Carbune, Peter Chen, Tony Mak* * **Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation**
*Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto* * **ChartCheck: Explainable Fact-Checking over Real-World Chart Images**
*Mubashara Akhtar, Nikesh Subedi, Vivek Gupta, Sahar Tahmasebi, Oana Cocarascu, Elena Simperl* -* **Real World Conversational Entity Linking Requires More Than Zero-Shots**
*Mohanna Hoveyda, Arjen P. de Vries, Faegheh Hasibi, Maarten de Rijke* * **CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling**
*Chenhao Zhang, Renhao Li, Minghuan Tan, Min Yang, Jingwei Zhu, Di Yang, Jiahao Zhao, Guancheng Ye, Chengming Li, Xiping Hu* * **Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech**
*Neemesh Yadav, Sarah Masud, Vikram Goyal, Md Shad Akhtar, Tanmoy Chakraborty* * **TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents**
*James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan O Arik, Yan Liu, Tomas Pfister* @@ -849,14 +769,12 @@ toc_sticky: False * **ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget**
*Riccardo Orlando, Pere-Lluís Huguet Cabot, Edoardo Barba, Roberto Navigli* * **Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery**
*Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang* * **FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction**
*Alessandro Scirè, Karim Ghonim, Roberto Navigli* -* **Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models**
*Wenqing Chen, Weicheng Wang, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu* * **Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling**
*David Dukić, Jan Snajder* * **mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans**
*Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe* * **Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation**
*Hongxu Liu, Xiaojie Wang, Jiashen Sun, Ke Zeng, Wan Guanglu* * **Demonstration Augmentation for Zero-shot In-context Learning**
*Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen, Min Zhang* * **Pushing the Limits of Zero-shot End-to-End Speech Translation**
*Ioannis Tsiamas, Gerard I. Gállego, José A.R. Fonollosa, Marta R. Costa-jussà* * **NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models**
*Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu* -* **On The Persona-based Summarization of Domain-Specific Documents**
*Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku* * **Evaluating Large Language Models for Health-related Queries with Presuppositions**
*Navreet Kaur, Monojit Choudhury, Danish Pruthi* * **Word Sense Linking: Disambiguating Outside the Sandbox**
*Andrei Stefan Bejgu, Edoardo Barba, Luigi Procopio, Alberte Fernández-Castro, Roberto Navigli* * **Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks**
*Verna Dankers, Ivan Titov* @@ -864,16 +782,13 @@ toc_sticky: False * **Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models**
*Weihang Su, Changyue Wang, Qingyao Ai, Yiran HU, Zhijing Wu, Yujia Zhou, Yiqun LIU* * **Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models**
*Guiyang Hou, Yongliang Shen, Weiming Lu* * **Fooling the Textual Fooler via Randomizing Latent Representations**
*Duy Cao Hoang, Nguyen Hung-Quang, Saurav Manchanda, Minlong Peng, Kok-Seng Wong, Khoa D Doan* -* **Part-of-speech Tagging for Extremely Low-resource Indian Languages**
*Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya* * **FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models**
*Kaixin Lan, Tao Fang, Derek F. Wong, Yabo Xu, Lidia S. Chao, Cecilia Guanfang Zhao* * **Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition**
*Xinxin Zhang, Jun Sun, Simin Hong, Taihao Li* * **MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering**
*Juraj Vladika, Phillip Schneider, Florian Matthes* * **Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset**
*Sheza Munir, Wassay Sajjad, Mukeet Raza, Emaan Mujahid Abbas, Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza* -* **Leveraging Entailment Judgements in Cross-Lingual Summarisation**
*Huajian Zhang, Laura Perez-Beltrachini* * **Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction**
*Meishan Zhang, Hao Fei, Bin Wang, Shengqiong Wu, Yixin Cao, Fei Li, Min Zhang* * **Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data**
*Yanda Li, Chi Zhang, Gang Yu, Wanqi Yang, Zhibin Wang, BIN FU, Guosheng Lin, Chunhua Shen, Ling Chen, Yunchao Wei* * **Modeling Overregularization in Children with Small Language Models**
*Akari Haga, Saku Sugawara, Akiyo Fukatsu, Miyu Oba, Hiroki Ouchi, Taro Watanabe, Yohei Oseki* -* **Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics**
*Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun* * **Harnessing Large Language Models as Post-hoc Correctors**
*Zhiqiang Zhong, Kuangyu Zhou, Davide Mottin* * **Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM**
*Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, zhongyu wei* * **CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment**
*Jixiang Hong, Quan Tu, Changyu Chen, Gao Xing, Ji Zhang, Rui Yan* @@ -883,11 +798,9 @@ toc_sticky: False * **Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media**
*Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim, Maria Liakata* * **PIXAR: Auto-Regressive Language Modeling in Pixel Space**
*Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari* * **Sparsity-Accelerated Training for Large Language Models**
*Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu* -* **Preemptive Answer “Attacks” on Chain-of-Thought Reasoning**
*Rongwu Xu, Zehan Qi, Wei Xu* * **Do Language Models Exhibit Human-like Structural Priming Effects?**
*Jaap Jumelet, Willem Zuidema, Arabella Sinclair* * **RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models**
*Noah Wang, Z.Y. Peng, Haoran Que, Jiaheng Liu, Wangchunshu Zhou, Yuhan Wu, Hongcheng Guo, Ruitong Gan, Zehao Ni, Jian Yang, Man Zhang, Zhaoxiang Zhang, Wanli Ouyang, Ke Xu, Wenhao Huang, Jie Fu, Junran Peng* * **LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments**
*Zixia Jia, Mengmeng Wang, Baichen Tong, Song-Chun Zhu, Zilong Zheng* -* **Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground**
*Adil Soubki, John Murzaku, Arash Yousefi Jordehi, Peter Zeng, Magdalena Markowska, Seyed Abolghasem Mirroshandel, Owen Rambow* * **MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models**
*Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts, Sunayana Sitaram* * **MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts**
*Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang, Yuexian Zou* * **Multi-Task Transfer Matters During Instruction-Tuning**
*David Mueller, Mark Dredze, Nicholas Andrews* @@ -913,9 +826,6 @@ toc_sticky: False * **3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding**
*Yihao Ding, Lorenzo Vaiani, Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero* * **Faithful Persona-based Conversational Dataset Generation with Large Language Models**
*Pegah Jandaghi, Xianghai Sheng, Xinyi Bai, Jay Pujara, Hakim Sidahmed* * **Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning**
*Zhiyang Xu, Chao Feng, Rulin Shao, Trevor Ashby, Ying Shen, Di Jin, Yu Cheng, Qifan Wang, Lifu Huang* -* **TAXI: Evaluating Categorical Knowledge Editing for Language Models**
*Derek Powell, Walter Gerych, Thomas Hartvigsen* -* **Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs**
*Claire Jin, Sudha Rao, XIANGYU PENG, Portia Kwartema Botchway, Jessica Quaye, Chris Brockett, Bill Dolan* -* **Embodied Language Learning: Opportunities, Challenges, and Future Directions**
*Nadine Amin, Julia Rayz* * **Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective**
*Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie CK Cheung* * **SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events**
*Sai P Vallurupalli, Katrin Erk, Francis Ferraro* * **SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation**
*Kun Zhao, Bohao Yang, Chen Tang, Chenghua Lin, Liang Zhan* @@ -927,7 +837,6 @@ toc_sticky: False * **Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation**
*Min-Jae Hwang, Ilia Kulikov, Benjamin N Peloquin, Hongyu Gong, Peng-Jen Chen, Ann Lee* * **Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning**
*Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu* * **TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection**
*Hui Liu, Wenya Wang, Haoru Li, Haoliang Li* -* **Verifiable Generation with Subsentence-Level Fine-Grained Citations**
*Shuyang Cao, Lu Wang* * **Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization**
*Yash Kumar Lal, Li Zhang, Faeze Brahman, Bodhisattwa Prasad Majumder, Peter Clark, Niket Tandon* * **A Meta-Learning Perspective on Transformers for Causal Language Modeling**
*Xinbo Wu, Lav R. Varshney* * **PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs**
*Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, feng han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang* @@ -937,7 +846,6 @@ toc_sticky: False * **From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards**
*Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taik, Jackie CK Cheung, Golnoosh Farnadi* * **CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions**
*Zishan Guo, Yufei Huang, Deyi Xiong* * **Token Alignment via Character Matching for Subword Completion**
*Ben Athiwaratkun, Shiqi Wang, Mingyue Shang, YUCHEN TIAN, Zijian Wang, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Robert Kwiatkowski, Ramesh Nallapati, Parminder Bhatia, Bing Xiang* -* **Rethinking Efficient Multilingual Text Summarization Meta-Evaluation**
*Rilyn R. Han, Jiawen Chen, Yixin Liu, Arman Cohan* * **emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation**
*Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, ShiLiang Zhang, Xie Chen* * **Language-Informed Beam Search Decoding for Multilingual Machine Translation**
*Yilin Yang, Stefan Lee, Prasad Tadepalli* * **RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models**
*Minsoo Kim, Sihwa Lee, Wonyong Sung, Jungwook Choi* @@ -974,15 +882,108 @@ toc_sticky: False * **VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft**
*Yubo Dong, Xukun Zhu, Zhengzhe Pan, Linchao Zhu, Yi Yang* * **CF-TCIR: A Compositor-Free Framework for Hierarchical Text-Conditioned Image Retrieval**
*Yuchen Yang, Yu Wang, Yanfeng Wang* * **DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis**
*Peijie Huang, Xisheng Xiao, Yuhong Xu, Jiawei Chen* -* **Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning?**
*Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng* * **FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models**
*Xihang Yue, Linchao Zhu, Yi Yang* * **On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations**
*Shiao Meng, Xuming Hu, Aiwei Liu, Fukun Ma, Yawen Yang, Shuang Li, Lijie Wen* * **RESEMO: A Benchmark Chinese Dataset for Studying Responsive Emotion from Social Media Content**
*Bo Hu, Meng Zhang, Chenfei Xie, Yuanhe Tian, Yan Song, Zhendong Mao* * **EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records**
*Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi* -* **KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents**
*Yihe Wang, Jin Liu, Yao Wan, Yitong Li, Zifeng Liu, Weipeng Chen* * **RePair: Automated Program Repair with Process-based Feedback**
*Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su* * **Concise and Precise Context Compression for Tool-Using Language Models**
*Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che* * **MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries**
*Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi* - - +## Short Papers +* **AFPQ: Asymmetric Floating Point Quantization for LLMs**
*Yijia Zhang, Sicheng Zhang, Shijie Cao, DaYou Du, Jianyu Wei, Ting Cao, Ningyi Xu* +* **A Grounded Preference Model for LLM Alignment**
*Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramón Fernandez Astudillo, Asim Munawar* +* **How Important is a Language Model for Low-resource ASR?**
*Zoey Liu, Nitin Venkateswaran, Eric Le Ferrand, Emily Prud'hommeaux* +* **InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model**
*Haogeng Liu, Quanzeng You, Yiqi Wang, Xiaotian Han, Bohan Zhai, Yongfei Liu, Wentao Chen, Yiren Jian, Yunzhe Tao, Jianbo Yuan, Ran He, Hongxia Yang* +* **Effective In-Context Example Selection through Data Compression**
*ZhongXiang Sun, Kepu Zhang, Haoyu Wang, Xiao Zhang, Jun Xu* +* **Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data**
*Haolong Li, Yu Ma, Yinqi Zhang, Chen Ye, Jie chen* +* **Realistic Evaluation of Toxicity in Large Language Models**
*Tinh Son Luong, Thanh-Thien Le, Linh Van Ngo, Thien Huu Nguyen* +* **Learning Job Title Representation from Job Description Aggregation Network**
*Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich* +* **Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition**
*Yahan Yu, Duzhen Zhang, Xiuyi Chen, Chenhui Chu* +* **An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla**
*Jayanta Sadhu, Ayan Antik Khan, Abhik Bhattacharjee, Rifat Shahriyar* +* **SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing**
*Heidi Chenyu Zhang, Sina Semnani, Farhad Ghassemi, Jialiang Xu, Shicheng Liu, Monica Lam* +* **k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text**
*Abe Bohan Hou, Jingyu Zhang, Yichen Wang, Daniel Khashabi, Tianxing He* +* **ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation**
*Jirayu Burapacheep, Ishan Gaur, Agam Bhatia, Tristan Thrush* +* **Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers**
*Tuo Zhang, Jinyue Yuan, Salman Avestimehr* +* **A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism**
*Brian Thompson, Mehak Preet Dhaliwal, Peter Frisch, Tobias Domhan, Marcello Federico* +* **RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models**
*Gabriel Jacob Perin, Xuxi Chen, Shusen Liu, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher* +* **DEBATE: Devil's Advocate-Based Assessment and Text Evaluation**
*Alex G. Kim, Keonwoo Kim, Sangwon Yoon* +* **SocialBench: Sociality Evaluation of Role-Playing Conversational Agents**
*Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang* +* **From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications**
*Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng* +* **VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks**
*Tuna Alikaşifoğlu, Arda Can Aras, Aykut Koc* +* **Accurate and Nuanced Open-QA Evaluation Through Textual Entailment**
*Peiran Yao, Denilson Barbosa* +* **Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages**
*Antonios Dimakis, Stella Markantonatou, Antonios Anastasopoulos* +* **Selective Prefix Tuning for Pre-trained Language Models**
*Hongyi Zhang, Zuchao Li, Ping Wang, hai zhao* +* **Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction**
*Yumeng Liu, Zhenghua Li, HaoChen Jiang, Bo Zhang, Chen Li, Ji Zhang* +* **Concept-Best-Matching: Evaluating Compositionality In Emergent Communication**
*Boaz Carmeli, Yonatan Belinkov, Ron Meir* +* **Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection**
*Yingjie Li, Yue Zhang* +* **Likelihood-based Mitigation of Evaluation Bias in Large Language Models**
*Masanari Ohi, Masahiro Kaneko, Ryuto Koike, Mengsay Loem, Naoaki Okazaki* +* **Aligning Speech Segments Beyond Pure Semantics**
*Kevin Heffernan, Artyom Kozhevnikov, Loic Barrault, Alexandre Mourachko, Holger Schwenk* +* **Improving In-Context Learning with Prediction Feedback for Sentiment Analysis**
*Hongling Xu, Qianlong Wang, Yice Zhang, Min Yang, Xi Zeng, Bing Qin, Ruifeng Xu* +* **MovieSum: An Abstractive Summarization Dataset for Movie Screenplays**
*Rohit Saxena, Frank Keller* +* **Context Length Extension via Generalized Extrapolation Scale**
*Linhan Li, Zhang Huaping* +* **Selectively Answering Visual Questions**
*Julian Martin Eisenschlos, Hernán Maina, Guido Ivetta, Luciana Benotti* +* **Semantics or spelling? Probing contextual word embeddings with orthographic noise**
*Jacob A. Matthews, John R Starr, Marten Van Schijndel* +* **Automated Detection and Analysis of Data Practices Using A Real-World Corpus**
*Mukund Srinath, Pranav Narayanan Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson* +* **Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models**
*Hiroshi Kanayama, YANG ZHAO, Ran Iwamoto, Takuya Ohko* +* **Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition**
*Laura Mascarell, Yan LHomme, Majed El Helou* +* **Evaluating Large Language Models on Wikipedia-Style Survey Generation**
*Fan Gao, Hang Jiang, Rui Yang, Qingcheng Zeng, Jinghui Lu, Moritz Blum, Tianwei She, Yuang Jiang, Irene Li* +* **Predicting Narratives of Climate Obstruction in Social Media Advertising**
*Harri Rowlands, Gaku Morio, Dylan Tanner, Christopher D Manning* +* **Model Editing by Standard Fine-Tuning**
*Govind Krishnan Gangadhar, Karl Stratos* +* **Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)**
*Avshalom Manevich, Reut Tsarfaty* +* **HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew**
*Tzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, Reut Tsarfaty* +* **It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance**
*Laura Cabello, Uchenna Akujuobi* +* **RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering**
*Zihan Zhang, Meng Fang, Ling Chen* +* **LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation**
*Ikuya Yamada, Ryokan Ri* +* **Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition**
*Ariel Goldstein, Gabriel Stanovsky* +* **Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy**
*Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee* +* **"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models**
*Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank* +* **Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German**
*Manuel Lardelli, Giuseppe Attanasio, Anne Lauscher* +* **Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization**
*Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu* +* **From Zero to Hero: Cold-Start Anomaly Detection**
*Tal Reiss, George Kour, Naama Zwerdling, Ateret Anaby Tavor, Yedid Hoshen* +* **LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting**
*haoxin liu, Zhiyuan Zhao, Jindong Wang, Harshavardhan Kamarthi, B. Aditya Prakash* +* **The State of Relation Extraction Data Quality: Is Bigger Always Better?**
*Erica Cai, Brendan O'Connor* +* **Linear Cross-Lingual Mapping of Sentence Embeddings**
*Oleg Vasilyev, Fumika Isono, John Bohannon* +* **ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement**
*Xinliang Frederick Zhang, Carter Blum, Temma Choji, Shalin Shah, Alakananda Vempala* +* **Exploring Domain Robust Lightweight Reward Models based on Router Mechanism**
*Hyuk Namgoong, Jeesu Jung, Sangkeun Jung, YoonHyung Roh* +* **"Get Their Hands Dirty, Not Mine'': On Researcher-Annotator Collaboration and the Agency of Annotators**
*Shengqi Zhu, Jeffrey Rzeszotarski* +* **GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation**
*Yi Zong, Xipeng Qiu* +* **Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration**
*Kejuan Yang, Xiao Liu, Kaiwen Men, Aohan Zeng, Yuxiao Dong, Jie Tang* +* **Large Language Models Can Learn Representation in Natural Language**
*Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan* +* **CTC-based Non-autoregressive Textless Speech-to-Speech Translation**
*Qingkai Fang, Zhengrui Ma, Yan Zhou, Min zhang, Yang Feng* +* **Evidence Retrieval is almost All You Need for Fact Verification**
*Liwen Zheng, Chaozhuo Li, Xi Zhang, Yu-Ming Shang, Feiran Huang, Haoran Jia* +* **Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation**
*Joan Santoso, Patrick Sutanto, Billy Kelvianto Cahyadi, Esther Irawati Setiawan* +* **Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation**
*Langlin Huang, Yang Feng* +* **MELD-ST: An Emotion-aware Speech Translation Dataset**
*Sirou Chen, Sakiko Yahata, Shuichiro Shimizu, Zhengdong Yang, Yihang Li, Chenhui Chu, Sadao Kurohashi* +* **Designing Informative Metrics for Few-Shot Example Selection**
*Rishabh Adiga, Lakshmi Subramanian, Varun Chandrasekaran* +* **Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning**
*Yiquan Wu, Anlai Zhou, Yuhang Liu, Yifei Liu, Adam Jatowt, Weiming Lu, Jun Xiao, Kun Kuang* +* **It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning**
*Nishant Balepur, Shramay Palta, Rachel Rudinger* +* **Centroid-Based Efficient Minimum Bayes Risk Decoding**
*Hiroyuki Deguchi, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe, Hideki Tanaka, Masao Utiyama* +* **When is a Language Process a Language Model?**
*Li Du, Holden Lee, Jason Eisner, Ryan Cotterell* +* **Definition Generation for Automatically Induced Semantic Frame**
*Yi Han, Ryohei Sasano, Koichi Takeda* +* **Don’t Augment, Rewrite? Assessing Abusive Language Detection with Synthetic Data**
*Camilla Casula, Elisa Leonardelli, Sara Tonelli* +* **AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection**
*Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt* +* **LC4EE: LLMs as Good Corrector for Event Extraction**
*Mengna Zhu, Kaisheng Zeng, JibingWu, Lihua Liu, Hongbin Huang, Lei Hou, Juanzi Li* +* **Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis**
*Gerard Christopher Yeo, Shaz Furniturewala, Kokil Jaidka* +* **Diving Deep into the Motion Representation of Video-Text Models**
*Chinmaya Devaraj, Cornelia Fermuller, Yiannis Aloimonos* +* **Argument-Aware Approach To Event Linking**
*I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng* +* **Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers**
*Jay L. Cunningham, Su Lin Blodgett, Michael A. Madaio, Hal Daumé III, Christina Harrington, Hanna Wallach* +* **Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi**
*Jonne Sälevä, Constantine Lignos* +* **Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning**
*Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian McAuley* +* **Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses**
*Dongxu Zhang, Varun Prashant Gangal, Barrett Martin Lattimer, Yi Yang* +* **Referral Augmentation for Zero-Shot Information Retrieval**
*Michael Tang, Shunyu Yao, John Yang, Karthik R Narasimhan* +* **Real World Conversational Entity Linking Requires More Than Zero-Shots**
*Mohanna Hoveyda, Arjen P. de Vries, Faegheh Hasibi, Maarten de Rijke* +* **Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models**
*Wenqing Chen, Weicheng Wang, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu* +* **On The Persona-based Summarization of Domain-Specific Documents**
*Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku* +* **Part-of-speech Tagging for Extremely Low-resource Indian Languages**
*Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya* +* **Leveraging Entailment Judgements in Cross-Lingual Summarisation**
*Huajian Zhang, Laura Perez-Beltrachini* +* **Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics**
*Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun* +* **Preemptive Answer “Attacks” on Chain-of-Thought Reasoning**
*Rongwu Xu, Zehan Qi, Wei Xu* +* **Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground**
*Adil Soubki, John Murzaku, Arash Yousefi Jordehi, Peter Zeng, Magdalena Markowska, Seyed Abolghasem Mirroshandel, Owen Rambow* +* **TAXI: Evaluating Categorical Knowledge Editing for Language Models**
*Derek Powell, Walter Gerych, Thomas Hartvigsen* +* **Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs**
*Claire Jin, Sudha Rao, XIANGYU PENG, Portia Kwartema Botchway, Jessica Quaye, Chris Brockett, Bill Dolan* +* **Embodied Language Learning: Opportunities, Challenges, and Future Directions**
*Nadine Amin, Julia Rayz* +* **Verifiable Generation with Subsentence-Level Fine-Grained Citations**
*Shuyang Cao, Lu Wang* +* **Rethinking Efficient Multilingual Text Summarization Meta-Evaluation**
*Rilyn R. Han, Jiawen Chen, Yixin Liu, Arman Cohan* +* **Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning?**
*Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng* +* **KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents**
*Yihe Wang, Jin Liu, Yao Wan, Yitong Li, Zifeng Liu, Weipeng Chen* \ No newline at end of file diff --git a/_pages/program/main_conference_papers.md b/_pages/program/main_conference_papers.md index b007f5c..6182d40 100644 --- a/_pages/program/main_conference_papers.md +++ b/_pages/program/main_conference_papers.md @@ -5,9 +5,10 @@ excerpt: "ACL 2024 Accepted Main Conference Papers" permalink: /program/main_conference_papers/ sidebar: nav: "program" -toc: false -toc_sticky: False +toc: true +toc_sticky: true --- +## Long Papers * **Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models**
*Zhengxin Zhang, Dan Zhao, Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Qing Li, Yong Jiang, Zhihao Jia* * **Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances**
*Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao* * **MAGE: Machine-generated Text Detection in the Wild**
*Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang* @@ -21,7 +22,6 @@ toc_sticky: False * **Evaluating Dynamic Topic Models**
*Charu Karakkaparambil James, Mayank Nagda, Nooshin Haji Ghassemi, Marius Kloft, Sophie Fellenz* * **How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition**
*Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, Jingren Zhou* * **Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification**
*Shanshan Xu, Santosh T.Y.S.S, Oana Ichim, Barbara Plank, Matthias Grabmair* -* **Can Language Models Serve as Text-Based World Simulators?**
*Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter Jansen* * **Inference to the Best Explanation in Large Language Models**
*Dhairya Dalal, Marco Valentino, Andre Freitas, Paul Buitelaar* * **A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus**
*Eduard Poesina, Cornelia Caragea, Radu Tudor Ionescu* * **DeVAn: Dense Video Annotation for Video-Language Models**
*Tingkai Liu, Yunzhe Tao, Haogeng Liu, Qihang Fang, Ding Zhou, Huaibo Huang, Ran He, Hongxia Yang* @@ -33,8 +33,6 @@ toc_sticky: False * **Retrieval-Augmented Multilingual Knowledge Editing**
*Weixuan Wang, Barry Haddow, Alexandra Birch* * **Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge**
*Brendan Park, Madeline Janecek, Naser Ezzati-Jivan, Yifeng Li, Ali Emami* * **Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models**
*Abhishek Kumar, Sarfaroz Yunusov, Ali Emami* -* **FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models**
*Andrew Zhu, Alyssa Hwang, Liam Dugan, Chris Callison-Burch* -* **Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance**
*Yewei Song, Cedric Lothritz, Daniel Tang, Tegawendé F. Bissyandé, Jacques Klein* * **Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News**
*Alexandria Leto, Elliot E. Pickens, Coen D. Needell, David Rothschild, Maria Leonor Pacheco* * **Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences**
*Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Fuxiao Liu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang* * **TTM-RE: Memory-Augmented Document-Level Relation Extraction**
*Chufan Gao, Xuan Wang, Jimeng Sun* @@ -56,7 +54,6 @@ toc_sticky: False * **Hyper-CL: Conditioning Sentence Representations with Hypernetworks**
*Young Hyun Yoo, Jii Cha, Changhyeon Kim, Taeuk Kim* * **Analysis of Multi-Source Language Training in Cross-Lingual Transfer**
*Seonghoon Lim, Taejun Yun, Jinhyeon Kim, Jihun Choi, Taeuk Kim* * **ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions**
*Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S, S Sakshi, Dinesh Manocha* -* **Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection**
*Saliha Muradoglu, Michael Ginn, Miikka Silfverberg, Mans Hulden* * **The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants**
*Lucas Bandarkar, Davis Liang, Benjamin Muller, Mikel Artetxe, Satya Narayan Shukla, Donald Husa, Naman Goyal, Abhinandan Krishnan, Luke Zettlemoyer, Madian Khabsa* * **Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving**
*Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang* * **Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach**
*Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon* @@ -71,7 +68,6 @@ toc_sticky: False * **Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation**
*Masato Mita, Soichiro Murakami, Akihiko Kato, Peinan Zhang* * **AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation**
*Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Wong, Simon See* * **Reflect-RL: Two-Player Online RL Fine-Tuning for LMs**
*Runlong Zhou, Simon Shaolei Du, Beibin Li* -* **Speculative Contrastive Decoding**
*Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou* * **Can ChatGPT's Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge**
*Cheng Yang, Puli Chen, Qingbao Huang* * **Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning**
*Zhaorui Yang, Tianyu Pang, Haozhe Feng, Han Wang, Wei Chen, Minfeng Zhu, Qian Liu* * **An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation**
*kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu, Haotian Wang, Qianglong Chen, Zheng Chu, Jingchang Chen, Bing Qin* @@ -86,7 +82,6 @@ toc_sticky: False * **Linguistically Conditioned Semantic Textual Similarity**
*Jingxuan Tu, Keer Xu, Liulu Yue, Bingyang Ye, Kyeongmin Rim, James Pustejovsky* * **Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future**
*Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu* * **TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models**
*Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin* -* **RDRec: Rationale Distillation for LLM-based Recommendation**
*Xinfeng Wang, Jin Cui, Yoshimi Suzuki, Fumiyo Fukumoto* * **BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering**
*Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin* * **ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base**
*Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang* * **TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation**
*Yujie Feng, Xu Chu, Yongxin Xu, Guangyuan SHI, Bo LIU, Xiao-Ming Wu* @@ -102,7 +97,6 @@ toc_sticky: False * **Citation-Enhanced Generation for LLM-based Chatbots**
*Weitao Li, Junkai Li, Weizhi Ma, Yang Liu* * **Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection**
*Haoyang Wen, Eduard Hovy, Alexander G Hauptmann* * **Feature-Adaptive and Data-Scalable In-Context Learning**
*Jiahao Li, Quan Wang, Licheng Zhang, Guoqing Jin, Zhendong Mao* -* **Isotropy, Clusters, and Classifiers**
*Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh* * **Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games**
*Yizhe Zhang, Jiarui Lu, Navdeep Jaitly* * **WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models**
*Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou, Juanzi Li* * **Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models**
*Yida Zhao, Chao Lou, Kewei Tu* @@ -115,7 +109,6 @@ toc_sticky: False * **Evaluating Intention Detection Capability of Large Language Models in Persuasive Dialogues**
*Hiromasa Sakurai, Yusuke Miyao* * **LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression**
*Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu* * **Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model**
*Chuhao Jin, Kening Ren, Lingzhen Kong, Xiting Wang, Ruihua Song, huan chen* -* **Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks**
*Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo* * **HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy**
*Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang* * **Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition**
*Zirun Guo, Tao Jin, Zhou Zhao* * **An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies**
*Bi-Cheng Yan, Jiun-Ting Li, Yi-Cheng Wang, Hsin Wei Wang, Tien-Hong Lo, Yung-Chang Hsu, Wei-Cheng Chao, Berlin Chen* @@ -125,7 +118,6 @@ toc_sticky: False * **Dissecting Human and LLM Preferences**
*Junlong Li, Fan Zhou, Shichao Sun, Yikai Zhang, hai zhao, Pengfei Liu* * **UniCoder: Scaling Code Large Language Model via Universal Code**
*Tao Sun, Linzheng Chai, Jian Yang, Yuwei Yin, Hongcheng Guo, Jiaheng Liu, Bing Wang, Liqun Yang, Zhoujun Li* * **AoE: Angle-optimized Embeddings for Semantic Textual Similarity**
*Xianming LI, Jing Li* -* **Cleaner Pretraining Corpus Curation with Neural Web Scraping**
*Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Ge Yu, Chenyan Xiong* * **InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews**
*Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao* * **Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better**
*Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen* * **AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators**
*Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold* @@ -135,8 +127,6 @@ toc_sticky: False * **M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions**
*Zheng Wang, Shu Xian Teo, Jieer Ouyang, Yongjun xu, Wei Shi* * **AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension**
*Qian Yang, Jin Xu, Wenrui Liu, Yunfei Chu, Ziyue Jiang, Xiaohuan Zhou, Yichong Leng, Yuanjun Lv, Zhou Zhao, Chang Zhou, Jingren Zhou* * **Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies**
*Tom Kocmi, Vilém Zouhar, Christian Federmann, Matt Post* -* **Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation**
*Zheng Wei Lim, Ekaterina Vylomova, Trevor Cohn, Charles Kemp* -* **UltraSparseBERT: 99% Conditionally Sparse Language Modelling**
*Peter Belcak, Roger Wattenhofer* * **ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models**
*Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song* * **DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction**
*Ling Hu, Yuemei Xu* * **SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations**
*Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu, Pasquale Minervini* @@ -168,7 +158,6 @@ toc_sticky: False * **Extreme Miscalibration and the Illusion of Adversarial Robustness**
*Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis* * **HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation**
*Yongsen Zheng, Ruilin Xu, Ziliang Chen, Guohua Wang, Mingjie Qian, Jinghui Qin, Liang Lin* * **Co-training for Low Resource Scientific Natural Language Inference**
*Mobashir Sadat, Cornelia Caragea* -* **SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark**
*Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang* * **RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models**
*Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao* * **Time is Encoded in the Weights of Finetuned Language Models**
*Kai Nylund, Suchin Gururangan, Noah A. Smith* * **Long-Context Language Modeling with Parallel Context Encoding**
*Howard Yen, Tianyu Gao, Danqi Chen* @@ -193,14 +182,12 @@ toc_sticky: False * **Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements**
*Xiao Wei, Xu Qi, Hang Yu, Qian Liu, Erik Cambria* * **Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding**
*Yiruo Cheng, Kelong Mao, Zhicheng Dou* * **Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks**
*Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He* -* **On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models**
*Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue', Jun Huang* * **CausalGym: Benchmarking causal interpretability methods on linguistic tasks**
*Aryaman Arora, Dan Jurafsky, Christopher Potts* * **Training Language Models to Generate Text with Citations via Fine-grained Rewards**
*Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang* * **Hypergraph based Understanding for Document Semantic Entity Recognition**
*Qiwei Li, Zuchao Li, Ping Wang, Haojun Ai, hai zhao* * **GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers**
*Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi* * **Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models**
*Qingkai Min, Qipeng Guo, Xiangkun Hu, Songfang Huang, Zheng Zhang, Yue Zhang* * **AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning**
*Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, chengfei lv, Huajun Chen* -* **IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus**
*Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen* * **ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks**
*Santosh T.Y.S.S, Tuan-Quang Vuong, Matthias Grabmair* * **Virtual Compiler Is All You Need For Assembly Code Search**
*Zeyu Gao, Hao Wang, Yuanda Wang, Chao Zhang* * **MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning**
*Pengjie Ren, Chengshun Shi, Shiguang Wu, Mengqi Zhang, Zhaochun Ren, Maarten de Rijke, Zhumin Chen, Jiahuan Pei* @@ -208,7 +195,6 @@ toc_sticky: False * **An Iterative Associative Memory Model for Empathetic Response Generation**
*Zhou Yang, Zhaochun Ren, Wang Yufeng, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao* * **Detoxifying Large Language Models via Knowledge Editing**
*Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen* * **LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding**
*Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li* -* **Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model**
*Haowei Du, Chen Li, Dinghao Zhang, Dongyan Zhao* * **Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models**
*Yuyan Chen, Songzhou Yan, Panjun Liu, Yanghua Xiao* * **UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages**
*Trinh Pham, Khoi M. Le, Anh Tuan Luu* * **VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval**
*Junjie Zhou, Zheng Liu, Shitao Xiao, Bo Zhao, yongping xiong* @@ -232,7 +218,6 @@ toc_sticky: False * **Metaphor Understanding Challenge Dataset for LLMs**
*Xiaoyu Tong, Rochelle Choenni, Martha Lewis, Ekaterina Shutova* * **A Multi-Task Embedder For Retrieval Augmented LLMs**
*Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jian-Yun Nie* * **Language Models Don't Learn the Physical Manifestation of Language**
*Bruce W Lee, Jaehyuk Lim* -* **Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment**
*Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou* * **Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration**
*Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Vidhisha Balachandran, Yulia Tsvetkov* * **What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection**
*Shangbin Feng, Herun Wan, Ningnan Wang, Zhaoxuan Tan, Minnan Luo, Yulia Tsvetkov* * **Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives**
*Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu* @@ -240,12 +225,10 @@ toc_sticky: False * **Mission: Impossible Language Models**
*Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts* * **Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources**
*Xiaochen Wang, Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang, Parminder Bhatia, Cao Xiao, Fenglong Ma* * **Semisupervised Neural Proto-Language Reconstruction**
*Liang Lu, Peirong Xie, David R Mortensen* -* **AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models**
*Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter Anthony Beerel* * **When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP**
*Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri* * **SBAAM! Eliminating Transcript Dependency in Automatic Subtitling**
*Marco Gaido, Sara Papi, Matteo Negri, Mauro Cettolo, Luisa Bentivogli* * **Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?**
*Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli* * **StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection**
*Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli* -* **DDPrompt: Differential Diversity Prompting in Large Language Models**
*Lin Mu, Wenhao Zhang, Yiwen Zhang, Peiquan Jin* * **ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling**
*LingXi Zhang, Yue Yu, Kuan Wang, Chao Zhang* * **Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference**
*Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang* * **FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model**
*Yebin Lee, Imseong Park, Myungjoo Kang* @@ -275,18 +258,14 @@ toc_sticky: False * **D2LLM: Decomposed and Distilled Large Language Models for Semantic Search**
*Zihan Liao, Hang Yu, Jianguo Li, Jun Wang, Wei Zhang* * **In­-context Mixing (ICM): Code­-mixed Prompts for Multilingual LLMs**
*Bhavani Shankar, Preethi Jyothi, Pushpak Bhattacharyya* * **Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models**
*Liang Zhang, Qin Jin, Haoyang Huang, Dongdong Zhang, Furu Wei* -* **Monotonic Representation of Numeric Attributes in Language Models**
*Benjamin Heinzerling, Kentaro Inui* * **Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries**
*Yu-Hsiang Huang, Yuche Tsai, Hsiang Hsiao, Hong-Yi Lin, Shou-De Lin* * **Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding**
*Kuo Liao, Shuang Li, Meng Zhao, Liqun Liu, Mengge Xue, zhenyu hu, Honglin Han, Chengguo Yin* * **Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts**
*Jiahao Ying, Yixin Cao, Kai Xiong, Long Cui, yidong He, Yongbin Liu* -* **Two Issues with Chinese Spelling Correction and A Refinement Solution**
*Changxuan Sun, Linlin She, Xuesong Lu* * **CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending**
*Shiyi Zhu, Jing Ye, Wei Jiang, Siqiao Xue, Qi Zhang, Yifan Wu, Jianguo Li* * **Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization**
*Salman Elgamal, Ossama Obeid, MHD Tameem Kabbani, Go Inoue, Nizar Habash* -* **Linear-time Minimum Bayes Risk Decoding with Reference Aggregation**
*Jannis Vamvas, Rico Sennrich* * **InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification**
*Jan Trienes, Sebastian Antony Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C Wallace, Junyi Jessy Li* * **Disinformation Capabilities of Large Language Models**
*Ivan Vykopal, Matúš Pikuliak, Ivan Srba, Robert Moro, Dominik Macko, Maria Bielikova* * **Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models**
*Junhao Zheng, Shengjie Qiu, Qianli Ma* -* **DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion**
*Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam .* * **CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following**
*Kaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding, Bowen Zhou* * **DAPR: A Benchmark on Document-Aware Passage Retrieval**
*Kexin Wang, Nils Reimers, Iryna Gurevych* * **How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study**
*Andreas Waldis, Yufang Hou, Iryna Gurevych* @@ -302,12 +281,9 @@ toc_sticky: False * **Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation**
*Pius von Däniken, Jan Milan Deriu, Don Tuggener, Mark Cieliebak* * **LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback**
*Timon Ziegenbein, Gabriella Skitalinskaya, Alireza Bayat Makou, Henning Wachsmuth* * **Graph Language Models**
*Moritz Plenz, Anette Frank* -* **Fine-Tuning Pre-Trained Language Models with Gaze Supervision**
*Shuwen Deng, Paul Prasse, David Robert Reich, Tobias Scheffer, Lena Ann Jäger* * **Analyzing Semantic Change through Lexical Replacements**
*Francesco Periti, Pierluigi Cassotti, Haim Dubossarsky, Nina Tahmasebi* * **Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization**
*Zhe Xu, Kun Wei, Xu Yang, Cheng Deng* * **Latxa: An Open Language Model and Evaluation Suite for Basque**
*Julen Etxaniz, Oscar Sainz, Naiara Perez Miguel, Itziar Aldabe, German Rigau, Eneko Agirre, Aitor Ormazabal, Mikel Artetxe, Aitor Soroa* -* **Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech**
*Adrien Pupier, Maximin Coavoux, Jérôme Goulian, Benjamin Lecouteux* -* **Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access**
*Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West* * **Interpretability of Language Models via Task Spaces**
*Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes* * **Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types**
*Pierluigi Cassotti, Stefano De Pascale, Nina Tahmasebi* * **Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators**
*Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluis Marquez* @@ -318,7 +294,6 @@ toc_sticky: False * **A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains**
*Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva* * **Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision**
*Qian Ruan, Ilia Kuznetsov, Iryna Gurevych* * **NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents**
*Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo* -* **On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models**
*Miri Varshavsky, Roy Hirsch, Regev Cohen, Tomer Golany, Daniel Freedman, Ehud Rivlin* * **FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models**
*Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang* * **Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction**
*Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu* * **Learning to Edit: Aligning LLMs with Knowledge Editing**
*Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang* @@ -349,7 +324,6 @@ toc_sticky: False * **Estimating Agreement by Chance for Sequence Annotation**
*Diya Li, Carolyn Rose, Ao Yuan, Chunxiao Zhou* * **What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages**
*Nadav Borenstein, Anej Svete, Robin Chan, Josef Valvoda, Franz Nowak, Isabelle Augenstein, Eleanor Chodroff, Ryan Cotterell* * **Are Emergent Abilities in Large Language Models just In-Context Learning?**
*Sheng Lu, Irina Bigoulaeva, Rachneet Singh Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych* -* **Learnable Privacy Neurons Localization in Language Models**
*Ruizhe Chen, Tianxiang Hu, YANG FENG, Zuozhu Liu* * **WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning**
*Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin* * **Eliciting Better Multilingual Structured Reasoning from LLMs through Code**
*Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour* * **OLIVE: Object Level In-Context Visual Embeddings**
*Timothy Ossowski, Junjie Hu* @@ -366,16 +340,13 @@ toc_sticky: False * **Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing**
*Behzad Shayegh, Yuqiao Wen, Lili Mou* * **Your Transformer is Secretly Linear**
*Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Nikolai Gerasimenko, Ivan Oseledets, Denis Dimitrov, Andrey Kuznetsov* * **Noise Correction on Subjective Datasets**
*Uthman Jinadu, Yi Ding* -* **Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs**
*Akhila Yerukola, Saujas Vaduguru, Daniel Fried, Maarten Sap* * **Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers**
*Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi* * **Instruction-tuned Language Models are Better Knowledge Learners**
*Zhengbao Jiang, Zhiqing Sun, Weijia Shi, Pedro Rodriguez, Chunting Zhou, Graham Neubig, Xi Victoria Lin, Wen-tau Yih, Srini Iyer* * **What Do Language Models Hear? Probing for Auditory Representations in Language Models**
*Jerry Ngo, Yoon Kim* -* **Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing**
*Shafiuddin Rehan Ahmed, Zhiyong Wang, George Arthur Baker, Kevin Stowe, James H. Martin* * **Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs**
*Zae Myung Kim, Kwang Hee Lee, Preston Zhu, Vipul Raheja, Dongyeop Kang* * **Jailbreak Open-Sourced Large Language Models via Enforced Decoding**
*Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu* * **NICE: To Optimize In-Context Examples or Not?**
*Pragya Srivastava, Satvik Golechha, Amit Deshpande, Amit Sharma* * **CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation**
*Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Hari Sundaram, Shuiguang Deng* -* **Soft Self-Consistency Improves Language Models Agents**
*Han Wang, Archiki Prasad, Elias Stengel-Eskin, Mohit Bansal* * **Digital Socrates: Evaluating LLMs through Explanation Critiques**
*Yuling Gu, Oyvind Tafjord, Peter Clark* * **SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding**
*Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran* * **ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs**
*Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran* @@ -384,14 +355,12 @@ toc_sticky: False * **Experiential Co-Learning of Software-Developing Agents**
*Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, YiFei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun* * **Learning Geometry-Aware Representations for New Intent Discovery**
*Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang* * **Speaker Verification in Agent-generated Conversations**
*Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Ee-Peng Lim* -* **RecGPT: Generative Pre-training for Text-based Recommendation**
*Hoang Ngo, Dat Quoc Nguyen* * **Benchmarking Data Science Agents**
*Yuge Zhang, Qiyang Jiang, XingyuHan, Nan Chen, Yuqing Yang, Kan Ren* * **Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models**
*Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen* * **Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models**
*Shiwen Ni, Dingwei Chen, Chengming Li, Xiping Hu, Ruifeng Xu, Min Yang* * **A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques**
*Megh Thakkar, Quentin Fournier, Matthew D Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar* * **Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation**
*Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang* * **PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking**
*Jian Luo, Xuanang Chen, Ben He, Le Sun* -* **MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations**
*Gia-Bao Dinh Ho, Chang Wei Tan, Zahra Zamanzadeh Darban, Mahsa Salehi, Reza Haf, Wray Buntine* * **RepCodec: A Speech Representation Codec for Speech Tokenization**
*Zhichao Huang, Chutong Meng, Tom Ko* * **Disentangled Learning with Synthetic Parallel Data for Text Style Transfer**
*Jingxuan Han, Quan Wang, Zikang Guo, Benfeng Xu, Licheng Zhang, Zhendong Mao* * **GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick**
*Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao* @@ -429,8 +398,6 @@ toc_sticky: False * **Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations**
*Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan* * **An Open Multilingual System for Scoring Readability of Wikipedia**
*Mykola Trokhymovych, Indira Sen, Martin Gerlach* * **Unlearning Traces the Influential Training Data of Language Models**
*Masaru Isonuma, Ivan Titov* -* **What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects**
*Verena Blaschke, Christoph Purschke, Hinrich Schuetze, Barbara Plank* -* **What Does Parameter-free Probing Really Uncover?**
*Tommi Buder-Gröndahl* * **Exploring Alignment in Shared Cross-lingual Spaces**
*Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali* * **Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models**
*Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael Lyu* * **Self-Evolving GPT: A Lifelong Autonomous Experiential Learner**
*Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin* @@ -441,7 +408,6 @@ toc_sticky: False * **Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models**
*Mosh Levy, Alon Jacoby, Yoav Goldberg* * **Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation**
*Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao* * **LLaMA Pro: Progressive LLaMA with Block Expansion**
*Chengyue Wu, Yukang Gan, Yixiao Ge, Zeyu Lu, Jiahao Wang, Ye Feng, Ying Shan, Ping Luo* -* **ATLAS: Improving Lay Summarisation with Attribute-based Control**
*Zhihao Zhang, Tomas Goldsack, Carolina Scarton, Chenghua Lin* * **Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning**
*Feiteng Mu, Wenjie Li* * **A Causal Approach for Counterfactual Reasoning in Narratives**
*Feiteng Mu, Wenjie Li* * **SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation**
*Matthias Lindemann, Alexander Koller, Ivan Titov* @@ -458,7 +424,6 @@ toc_sticky: False * **TAMS: Translation-Assisted Morphological Segmentation**
*Enora Rice, Ali Marashian, Luke Gessler, Alexis Palmer, Katharina von der Wense* * **Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation**
*Yue Wang, Qiliang Liang, Yaqi Yin, Hansi Wang, Yang Liu* * **XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval**
*Mohammad Abdullah Matin Khan, M Saiful Bari, Do Xuan Long, Weishi Wang, Md Rizwan Parvez, Shafiq Joty* -* **EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models**
*Mengfei Du, Binhao Wu, Zejun Li, Xuanjing Huang, zhongyu wei* * **ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models**
*Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song* * **A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia**
*Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West* * **Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA**
*Yue Fan, Jing Gu, Kaiwen Zhou, Qianqi Yan, Shan Jiang, Ching-Chen Kuo, Yang Zhao, Xinze Guan, Xin Eric Wang* @@ -466,14 +431,9 @@ toc_sticky: False * **Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms**
*Senyu Li, Bradley Hauer, Ning Shi, Grzegorz Kondrak* * **Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations**
*Ritam Dutt, Zhen Wu, Jiaxin Shi, Divyanshu Sheth, Prakhar Gupta, Carolyn Rose* * **Robust Frame-Semantic Models with Lexical Unit Trees and Negative Samples**
*Jacob Devasier, Yogesh Gurjar, Chengkai Li* -* **Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark**
*Niklas Wretblad, Fredrik Gordh Riseby, Rahul Biswas, Amin Ahmadi, Oskar Holmström* -* **Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval**
*João Coelho, Bruno Martins, Joao Magalhaes, Jamie Callan, Chenyan Xiong* * **Do Llamas Work in English? On the Latent Language of Multilingual Transformers**
*Chris Wendler, Veniamin Veselovsky, Giovanni Monea, Robert West* -* **That's Optional: A Contemporary Exploration of "that" Omission in English Subordinate Clauses**
*Ella Rabinovich* * **Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation**
*Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri* * **Lightweight reranking for language model generations**
*Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang* -* **Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?**
*Haozhe An, Christabel Acquaye, Colin Wang, Zongxia Li, Rachel Rudinger* -* **Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster**
*Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri* * **ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews**
*Mike D'Arcy, Alexis Ross, Erin Bransom, Bailey Kuehl, Jonathan Bragg, Tom Hope, Doug Downey* * **The Unreasonable Effectiveness of Easy Training Data for Hard Tasks**
*Peter Hase, Mohit Bansal, Peter Clark, Sarah Wiegreffe* * **PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning**
*Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri* @@ -481,13 +441,10 @@ toc_sticky: False * **ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs**
*Justin Chen, Swarnadeep Saha, Mohit Bansal* * **Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning**
*Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He* * **Where Do People Tell Stories Online? Story Detection Across Online Communities**
*Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper* -* **Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models**
*Zachary Horvitz, Jingru Chen, Rahul Aditya, Harshvardhan Srivastava, Robert West, Zhou Yu, Kathleen McKeown* -* **Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic Datasets**
*Amr Keleg, Walid Magdy, Sharon Goldwater* * **Large Language Models Are No Longer Shallow Parsers**
*Yuanhe Tian, Fei Xia, Yan Song* * **Dialogue Summarization with Mixture of Experts based on Large Language Models**
*Yuanhe Tian, Fei Xia, Yan Song* * **ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences**
*Yuanhe Tian, Ruyi Gan, Yan Song, Jiaxing Zhang, Yongdong Zhang* * **An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs**
*Daking Rai, Ziyu Yao* -* **Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective**
*Biaoyan Fang, Ritvik Dinesh, Xiang Dai, Sarvnaz Karimi* * **Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling**
*Hang Jiang, Xiajie Zhang, Robert Mahari, Daniel Kessler, Eric Ma, Tal August, Irene Li, Alex Pentland, Yoon Kim, Deb Roy, Jad Kabbara* * **Intrinsic Task-based Evaluation for Referring Expression Generation**
*Guanyi Chen, Fahime Same, Kees Van Deemter* * **From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models**
*Qisheng Hu, Geonsik Moon, Hwee Tou Ng* @@ -514,8 +471,6 @@ toc_sticky: False * **SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection**
*FangFang Li, Cheng Huang, PuZhen Su, Jie Yin* * **Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents**
*Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li, Bill Yuchen Lin* * **ReFT: Reasoning with Reinforced Fine-Tuning**
*Luong Quoc Trung, Xinbo Zhang, Zhanming Jie, peng sun, Xiaoran Jin, Hang Li* -* **Greed is All You Need: An Evaluation of Tokenizer Inference Methods**
*Omri Uzan, Craig W Schmidt, Chris Tanner, Yuval Pinter* -* **Sign Language Translation with Sentence Embedding Supervision**
*HAMIDULLAH Yasser, Josef van Genabith, Cristina España-Bonet* * **Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment**
*yunxin li, Xinyu Chen, Baotian Hu, Haoyuan Shi, Min Zhang* * **FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation**
*Zijian Feng, Hanzhang Zhou, Kezhi Mao, Zixiao Zhu* * **HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition**
*Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang* @@ -527,7 +482,6 @@ toc_sticky: False * **MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs**
*Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr* * **EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models**
*Rocktim Jyoti Das, Simeon Emilov Hristov, Haonan Li, Dimitar Iliyanov Dimitrov, Ivan Koychev, Preslav Nakov* * **Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition**
*Huiming Wang, Liying Cheng, Wenxuan Zhang, De Wen Soh, Lidong Bing* -* **STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module**
*Anton Frederik Thielmann, Arik Reuter, Christoph Weisser, Gillian Kant, Manish Kumar, Benjamin Säfken* * **Text Embedding Inversion Security for Multilingual Language Models**
*Yiyi Chen, Heather Lent, Johannes Bjerva* * **Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment**
*Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou* * **Calibrating Large Language Models Using Their Generations Only**
*Dennis Thomas Ulmer, Martin Gubri, Hwaran Lee, Sangdoo Yun, Seong Joon Oh* @@ -559,7 +513,6 @@ toc_sticky: False * **Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models**
*Longze Chen, Ziqiang Liu, Wanwei He, Yinhe Zheng, Hao Sun, Yunshui Li, Run Luo, Min Yang* * **Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation**
*Keqi Deng, Phil Woodland* * **Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL**
*Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim* -* **DocFinQA: A Long-Context Financial Reasoning Dataset**
*Varshini Reddy, Rik Koncel-Kedziorski, Viet Dac Lai, Michael Krumdick, Charles Lovering, Chris Tanner* * **A Modular Approach for Multimodal Summarization of TV Shows**
*Louis Mahon, Mirella Lapata* * **Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities**
*Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency* * **BizBench: A Quantitative Reasoning Benchmark for Business and Finance**
*Michael Krumdick, Rik Koncel-Kedziorski, Viet Dac Lai, Varshini Reddy, Charles Lovering, Chris Tanner* @@ -586,8 +539,6 @@ toc_sticky: False * **Large Language Models as Zero-shot Dialogue State Tracker through Function Calling**
*Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook* * **Faithful Chart Summarization with ChaTS-Pi**
*Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Martin Eisenschlos* * **Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation**
*Cheng Niu, Xingguang Wang, Xuxin Cheng, Juntong Song, Tong Zhang* -* **MaskLID: Code-Switching Language Identification through Iterative Masking**
*Amir Hossein Kargaran, François Yvon, Hinrich Schuetze* -* **An Empirical Analysis on Large Language Models in Debate Evaluation**
*Xinyi Liu, Pinxin Liu, Hangfeng He* * **MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking**
*Ting-Chih Chen, Chia-Wei Tang, Chris Thomas* * **KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction**
*Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, lixiang, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng* * **ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis**
*Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang* @@ -604,7 +555,6 @@ toc_sticky: False * **ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training**
*Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Jianan Zhao, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang* * **StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning**
*Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min zhang, Yang Feng* * **Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models**
*Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu* -* **Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains**
*Vilém Zouhar, Shuoyang Ding, Anna Currey, Tatyana Badeka, Jenyuan Wang, Brian Thompson* * **Why Don’t Prompt-Based Fairness Metrics Correlate?**
*Abdelrahman Zayed, Goncalo Mordido, Ioana Baldini, Sarath Chandar* * **NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data**
*Manuel Tonneau, Pedro Vitor Quinta de Castro, Karim Lasri, Ibrahim Sambo Farouq, Lakshmi Subramanian, Victor Orozco-Olvera, Samuel Fraiberger* * **M$^3$AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset**
*Zhe Chen, Heyang Liu, Wenyi Yu, Guangzhi Sun, Hongcheng Liu, Ji Wu, Chao Zhang, Yu Wang, Yanfeng Wang* @@ -614,7 +564,6 @@ toc_sticky: False * **Multimodal Table Understanding**
*Mingyu Zheng, Xinwei Feng, Qingyi Si, Qiaoqiao She, Zheng Lin, Wenbin Jiang, Weiping Wang* * **Ex\textsuperscript{3}: Automatic Novel Writing by Extracting, Excelsior and Expanding**
*Huang Lei, Jiaming Guo, Guanhua He, Xishan Zhang, Rui Zhang, Shaohui Peng, Shaoli Liu, Tianshi Chen* * **Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning**
*Mayur Patidar, Riya Sawhney, Avinash Kumar Singh, Biswajit Chatterjee, Mausam ., Indrajit Bhattacharya* -* **IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages**
*Saiful Haq, Ashutosh Sharma, Omar Khattab, Niyati Chhaya, Pushpak Bhattacharyya* * **WatME: Towards Lossless Watermarking Through Lexical Redundancy**
*Liang CHEN, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong* * **Text-like Encoding of Collaborative Information in Large Language Models for Recommendation**
*Yang Zhang, Keqin Bao, Ming Yan, Wenjie Wang, Fuli Feng, Xiangnan He* * **MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception**
*Yuhao Wang, Yusheng Liao, Heyang Liu, Hongcheng Liu, Yanfeng Wang, Yu Wang* @@ -623,7 +572,6 @@ toc_sticky: False * **M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models**
*Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Yuxin Jiang, Lifeng Shang, Qun Liu, Kam-Fai Wong* * **Reward-based Input Construction for Cross-document Relation Extraction**
*Byeonghu Na, Suhyeon Jo, Yeongmin Kim, Il-chul Moon* * **Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction**
*Guangjun Zhang, Hu zhang, YuJie Wang, Ru Li, Hongye Tan, Jiye Liang* -* **AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization**
*Yunxiao Zhao, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li* * **Understanding Retrieval Robustness for Retrieval-augmented Image Captioning**
*Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, Desmond Elliott* * **Semi-Supervised Spoken Language Glossification**
*Huijie Yao, Wengang Zhou, Hao Zhou, Houqiang Li* * **SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents**
*Kanzhi Cheng, Qiushi Sun, Yougang Chu, Fangzhi Xu, Li YanTao, Jianbing Zhang, Zhiyong Wu* @@ -635,7 +583,6 @@ toc_sticky: False * **Large Language Models are not Fair Evaluators**
*Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui* * **Improving Large Language Models in Event Relation Logical Prediction**
*Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li* * **Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline**
*Dingyi Yang, Chunru Zhan, Ziheng Wang, Biao Wang, Tiezheng Ge, Bo Zheng, Qin Jin* -* **Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research**
*Surangika Ranathunga, Nisansa de Silva, Dilith Jayakody, Aloka Fernando* * **Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation**
*Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan* * **T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step**
*Zehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen, Feng Zhao* * **Are LLM-based Evaluators Confusing NLG Quality Criteria?**
*Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, TENG XU, Xiaojun Wan* @@ -646,12 +593,9 @@ toc_sticky: False * **RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization**
*Jaavid Aktar Husain J, Raj Dabre, Aswanth Kumar M, Jay Gala, Thanmay Jayakumar, Ratish Puduppully, Anoop Kunchukuttan* * **AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling**
*Jun Zhan, Junqi Dai, Jiasheng Ye, Yunhua Zhou, Dong Zhang, Zhigeng Liu, Xin Zhang, Ruibin Yuan, Ge Zhang, Linyang Li, Hang Yan, Jie Fu, Tao Gui, Tianxiang Sun, Yu-Gang Jiang, Xipeng Qiu* * **CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models**
*Zixin Chen, Hongzhan Lin, Ziyang Luo, Mingfei Cheng, Jing Ma, Guang Chen* -* **The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models**
*Noah Yamamoto Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz* * **Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation**
*Aiwei Liu, Haoping Bai, Zhiyun Lu, Xiang Kong, Xiaoming Simon Wang, Jiulong Shan, Meng Cao, Lijie Wen* * **Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines**
*Michael Toker, Hadas Orgad, Mor Ventura, Dana Arad, Yonatan Belinkov* * **Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models**
*Yuchong Sun, Che Liu, Kun Zhou, Jinwen Huang, Ruihua Song, Xin Zhao, Fuzheng Zhang, Di ZHANG, Kun Gai* -* **Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models**
*Anna Bavaresco, Alberto Testoni, Raquel Fernández* -* **Naming, Describing, and Quantifying Visual Objects in Humans and LLMs**
*Alberto Testoni, Juell Sprott, Sandro Pezzelle* * **Robust Singing Voice Transcription Serves Synthesis**
*Ruiqi Li, Yu Zhang, Yongqi Wang, Zhiqing Hong, Rongjie Huang, Zhou Zhao* * **VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model**
*Tianyu Chen, Lin Li, ZhuLiuchuan, Zongyang Li, Xueqing Liu, Guangtai Liang, Qianxiang Wang, Tao Xie* * **Self-Modifying State Modeling for Simultaneous Machine Translation**
*Donglei Yu, Xiaomian Kang, Yuchen Liu, Yu Zhou, Chengqing Zong* @@ -670,7 +614,6 @@ toc_sticky: False * **MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization**
*Shuaijie She, Wei Zou, Shujian Huang, Wenhao Zhu, Xiang Liu, Xiang Geng, Jiajun Chen* * **Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training**
*Feiteng Fang, yuelin bai, Shiwen Ni, Min Yang, Xiaojun Chen, Ruifeng Xu* * **Predicting Text Preference Via Structured Comparative Reasoning**
*Jing Nathan Yan, Tianqi Liu, Justin T Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Charumathi Lakshmanan, Yair Kurzion, Alexander M Rush, Jialu Liu, Michael Bendersky* -* **Are LLMs classical or nonmonotonic reasoners? Lessons from generics**
*Alina Leidinger, Robert Van Rooij, Ekaterina Shutova* * **CoELM: Construction-Enhanced Language Modeling**
*Lvxiaowei Xu, Zhilin Gong, Jianhua Dai, Tianxiang Wang, Ming Cai, Jiawei Peng* * **Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model**
*Christian Tomani, David Vilar, Markus Freitag, Colin Cherry, Subhajit Naskar, Mara Finkelstein, Xavier Garcia, Daniel Cremers* * **Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation**
*Songju Lei, Xize Cheng, Mengjiao Lyu, Jianqiao Hu, Jintao Tan, Runlin Liu, Lingyu Xiong, Tao Jin, Xiandong Li, Zhou Zhao* @@ -680,7 +623,6 @@ toc_sticky: False * **A Sentiment Consolidation Framework for Meta-Review Generation**
*Miao Li, Jey Han Lau, Eduard Hovy* * **Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing**
*Chengjie Zhou, Bobo Li, Hao Fei, Fei Li, Chong Teng, Donghong Ji* * **OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification**
*Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe* -* **ConstitutionalExperts: Training a Mixture of Principle-based Prompts**
*Savvas Petridis, Ben Wedin, Ann Yuan, James Wexler, Nithum Thain* * **Do Large Language Models Latently Perform Multi-Hop Reasoning?**
*Sohee Yang, Elena Gribovskaya, Nora Kassner, Mor Geva, Sebastian Riedel* * **MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning**
*Chengpeng Li, Zheng Yuan, Hongyi Yuan, Guanting Dong, Keming Lu, Jiancan Wu, Chuanqi Tan, Xiang Wang, Chang Zhou* * **Harnessing Toulmin's theory for zero-shot argument explication**
*Ankita Gupta, Ethan Zuckerman, Brendan O'Connor* @@ -690,14 +632,12 @@ toc_sticky: False * **EZ-STANCE: A Large Dataset for English Zero-Shot Stance Detection**
*Chenye Zhao, Cornelia Caragea* * **Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?**
*Nishant Balepur, Abhilasha Ravichander, Rachel Rudinger* * **Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments**
*Zhenrui Yue, Huimin Zeng, Lanyu Shang, Yifan Liu, Yang Zhang, Dong Wang* -* **Time Sensitive Knowledge Editing through Efficient Finetuning**
*Xiou Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan, Yunyao Li* * **SyllabusQA: A Course Logistics Question Answering Dataset**
*Nigel Fernandez, Alexander Scarlatos, Andrew Lan* * **American Sign Language Handshapes Reflect Pressures for Communicative Efficiency**
*Kayo Yin, Terry Regier, Dan Klein* * **MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models**
*Yilin Wen, Zifeng Wang, Jimeng Sun* * **AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts**
*Daniel Braun, Florian Matthes* * **Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks**
*Charlotte Siska, Katerina Marazopoulou, Melissa Ailem, James Bono* * **Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning**
*Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang* -* **PRewrite: Prompt Rewriting with Reinforcement Learning**
*Weize Kong, Spurthi Amba Hombaiah, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky* * **Bridging the Preference Gap between Retrievers and LLMs**
*Zixuan Ke, Weize Kong, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky* * **Large Language Models Can Learn Temporal Reasoning**
*Siheng Xiong, Ali Payani, Ramana Rao Kompella, Faramarz Fekri* * **Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research**
*Luca Soldaini, Rodney Kinney, Akshita Bhagia, Dustin Schwenk, David Atkinson, Russell Authur, Ben Bogin, Khyathi Chandu, Jennifer Dumas, Yanai Elazar, Valentin Hofmann, Ananya Harsh Jha, Sachin Kumar, Li Lucy, Xinxi Lyu, Nathan Lambert, Ian Magnusson, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Evan Pete Walsh, Luke Zettlemoyer, Noah A. Smith, Hannaneh Hajishirzi, Iz Beltagy, Dirk Groeneveld, Jesse Dodge, Kyle Lo* @@ -729,12 +669,10 @@ toc_sticky: False * **Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation**
*Yunlong Liang, Fandong Meng, Jiaan Wang, Jinan Xu, Yufeng Chen, Jie Zhou* * **Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners**
*Rongjie Huang, Chunlei Zhang, Yongqi Wang, Dongchao Yang, Jinchuan Tian, Zhenhui Ye, Luping Liu, Zehan Wang, Ziyue Jiang, Xuankai Chang, Jiatong Shi, CHAO WENG, Zhou Zhao, Dong Yu* * **Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages**
*Shih-Cheng Huang, Pin-Zu Li, YU-CHI HSU, Kuang-Ming Chen, Yu Tung Lin, Shih-Kai Hsiao, Richard Tzong-Han Tsai, Hung-yi Lee* -* **SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes**
*Mukul Bhutani, Kevin Robinson, Vinodkumar Prabhakaran, Shachi Dave, Sunipa Dev* * **Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!**
*Zhanhui Zhou, Jie Liu, Zhichen Dong, Jiaheng Liu, Chao Yang, Wanli Ouyang, Yu Qiao* * **PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails**
*Neal Mangaokar, Ashish Hooda, Jihye Choi, Shreyas Chandrashekaran, Kassem Fawaz, Somesh Jha, Atul Prakash* * **Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance**
*Bo Yuan, Yulin Chen, Yin Zhang, Wei Jiang* * **CLOMO: Counterfactual Logical Modification with Large Language Models**
*Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng YANG, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song* -* **Paraphrasing in Affirmative Terms Improves Negation Understanding**
*MohammadHossein Rezaei, Eduardo Blanco* * **Exploring Hybrid Question Answering via Program-based Prompting**
*Qi Shi, Han Cui, Haofeng Wang, Qingfu Zhu, Wanxiang Che, Ting Liu* * **IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages**
*Harman Singh, Nitish Gupta, Shikhar Bharadwaj, Dinesh Tewari, Partha Talukdar* * **Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion**
*Rui Ying, Mengting Hu, Jianfeng Wu, Yalan Xie, Xiaoyi Liu, Zhunheng Wang, Ming Jiang, Hang Gao, Linlin Zhang, Renhong Cheng* @@ -750,14 +688,12 @@ toc_sticky: False * **Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations**
*Jiaxing Sun, weiquan Huang, Jiang Wu, Chenya Gu, Wei Li, Songyang Zhang, Hang Yan, Conghui He* * **Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion**
*Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu* * **Model Composition for Multimodal Large Language Models**
*Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu* -* **Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios**
*Bin Sun, Jianfeng Li, Hao Zhou, Fandong Meng, Kan Li, Jie Zhou* * **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
*Jun Zhang, Jue WANG, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra* * **Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup**
*Xuxin Cheng, Ziyu Yao, Yifei Xin, Hao An, Hongxiang Li, Yaowei Li, Yuexian Zou* * **Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models**
*Changjiang Gao, Jixing Li, Jiajun Chen, Shujian Huang* * **MIST: Mutual Information Maximization for Short Text Clustering**
*Krissanee Kamthawee, Can Udomcharoenchaikit, Sarana Nutanong* * **Self-chats from Large Language Models Make Small Emotional Support Chatbot Better**
*Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie* * **Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment**
*Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi* -* **Consistency Training by Synthetic Question Generation for Conversational Question Answering**
*Hamed Hematian Hemati, Hamid Beigy* * **Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs**
*Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut* * **An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing**
*Ziwei Chai, Guoyin Wang, Jing Su, Tianjie Zhang, Xuanwen Huang, Xuwu Wang, Jingjing Xu, Jianbo Yuan, Hongxia Yang, Fei Wu, Yang Yang* * **Learning to Plan and Generate Text with Citations**
*Constanza Fierro, Reinald Kim Amplayo, Fantine Huot, Nicola De Cao, Joshua Maynez, Shashi Narayan, Mirella Lapata* @@ -769,7 +705,6 @@ toc_sticky: False * **Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks**
*Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta, Tanmoy Chakraborty* * **Split and Rephrase with Large Language Models**
*Antonio David Ponce Martínez, Thierry Etchegoyhen, Jesus Javier Calleja Perez, Harritxu Gete* * **ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition**
*Lu Ye, Ze Tao, Yong Huang, Yang Li* -* **How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?**
*Anushka Singh, Ananya B. Sai, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M Khapra* * **AlignBench: Benchmarking Chinese Alignment of Large Language Models**
*Xiao Liu, Xuanyu Lei, Shengyuan Wang, Yue Huang, Andrew Zhuoer Feng, Bosi Wen, Jiale Cheng, Pei Ke, Yifan Xu, Weng Lam Tam, Xiaohan Zhang, Lichao Sun, Xiaotao Gu, Hongning Wang, Jing Zhang, Minlie Huang, Yuxiao Dong, Jie Tang* * **SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models**
*Weixiang Zhao, Shilong Wang, Yulin Hu, Yanyan Zhao, Bing Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che* * **DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution**
*Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu* @@ -791,7 +726,6 @@ toc_sticky: False * **Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction**
*Yice Zhang, Jie Zeng, Weiming Hu, Ziyi Wang, Shiwei Chen, Ruifeng Xu* * **ToMBench: Benchmarking Theory of Mind in Large Language Models**
*Zhuang Chen, Jincenzi Wu, Jinfeng Zhou, Bosi Wen, Guanqun Bi, Gongyao Jiang, Yaru Cao, Mengting Hu, Yunghwei Lai, Zexuan Xiong, Minlie Huang* * **Learning to Generate Answers with Citations via Factual Consistency Models**
*Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis* -* **Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages**
*Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin* * **Improving Text Embeddings with Large Language Models**
*Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei* * **Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning**
*Tianduo Wang, Shichen Li, Wei Lu* * **UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset**
*Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun* @@ -840,7 +774,6 @@ toc_sticky: False * **Unintended Impacts of LLM Alignment on Global Representation**
*Michael J Ryan, William Barr Held, Diyi Yang* * **Classist Tools: Social Class Correlates with Performance in NLP**
*Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy* * **ActionIE: Action Extraction from Scientific Literature with Programming Languages**
*Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han* -* **Cross-Modal Projection in Multimodal LLMs Doesn’t Really Project Visual Attributes to Textual Space**
*Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar* * **A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech**
*Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar* * **Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs**
*Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su* * **COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation**
*Maxime DARRIN, Philippe Formont, Jackie CK Cheung, Pablo Piantanida* @@ -850,7 +783,6 @@ toc_sticky: False * **MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy**
*Davis Yoshida, Kartik Goyal, Kevin Gimpel* * **Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks**
*Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed* * **Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks**
*João Bordalo, Vasco Ramos, Rodrigo Valério, Diogo Glória-Silva, Yonatan Bitton, Michal Yarom, Idan Szpektor, Joao Magalhaes* -* **Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition**
*Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung* * **Cheetah: Natural Language Generation for 517 African Languages**
*Ife Adebara, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed* * **TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning**
*Yilun Zhao, Lyuhao Chen, Arman Cohan, Chen Zhao* * **KnowledgeFMath: A Knowledge-Intensive Math Reasoning Dataset in Finance Domains**
*Yilun Zhao, Hongjun Liu, Yitao Long, Rui Zhang, Chen Zhao, Arman Cohan* @@ -860,18 +792,15 @@ toc_sticky: False * **XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception**
*HyoJung Han, Mohamed Anwar, Juan Pino, Wei-Ning Hsu, Marine Carpuat, Bowen Shi, Changhan Wang* * **SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents**
*Ruiyi Wang, Haofei Yu, Wenxin Sharon Zhang, Zhengyang Qi, Maarten Sap, Yonatan Bisk, Graham Neubig, Hao Zhu* * **${\mathcal X}$FT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts**
*Yifeng Ding, Jiawei Liu, Yuxiang Wei, LINGMING ZHANG* -* **Aligning Large Language Models via Fine-grained Supervision**
*Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do* * **Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning**
*Tuc Van Nguyen, Thai Le* * **Learning to Decode Collaboratively with Multiple Language Models**
*Zejiang Shen, Hunter Lang, Bailin Wang, Yoon Kim, David Sontag* * **DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models**
*Weihang Su, Yichen Tang, Qingyao Ai, Zhijing Wu, Yiqun LIU* * **Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?**
*Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min zhang* -* **Annotating FrameNet via Structure-Conditioned Language Generation**
*Xinyue Cui, Swabha Swayamdipta* * **CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation**
*Pei Ke, Bosi Wen, Andrew Zhuoer Feng, Xiao Liu, Xuanyu Lei, Jiale Cheng, Shengyuan Wang, Aohan Zeng, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang* * **LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments**
*Junzhe Chen, Xuming Hu, Shuodi Liu, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Lijie Wen* * **Small But Funny: A Feedback-Driven Approach to Humor Distillation**
*Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Vered Shwartz, Arash Einolghozati* * **Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models**
*Fangzhi Xu, Zhiyong Wu, Qiushi Sun, Siyu Ren, Fei Yuan, Shuai Yuan, Qika Lin, Yu Qiao, Jun Liu* * **From Sights to Insights: Towards Summarization of Multimodal Clinical Documents**
*Akash Ghosh, Mohit Singh Tomar, Abhisek Tiwari, Sriparna Saha, JATIN AVINASH SALVE, Setu Sinha* -* **DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms**
*Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang* * **When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models**
*Jiaxin Wang, Lingling Zhang, Wee Sun Lee, Yujie Zhong, Liwei Kang, Jun Liu* * **Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation**
*Jan Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Maria Bielikova, Peter Brusilovsky* * **Beyond Orthography: Automatic Recovery of Short Vowels and Dialectal Sounds in Arabic**
*Yassine El Kheir, Hamdy Mubarak, Ahmed Ali, Shammur Absar Chowdhury* @@ -879,10 +808,8 @@ toc_sticky: False * **Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!**
*Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Edoardo Barba, Roberto Navigli* * **NounAtlas: Filling the Gap in Nominal Semantic Role Labeling**
*Roberto Navigli, Marco Lo Pinto, Pasquale Silvestri, Dennis Rotondi, Simone Ciciliano, Alessandro Scirè* * **Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length**
*Nur Lan, Emmanuel Chemla, Roni Katzir* -* **Towards Artwork Explanation in Large-scale Vision Language Models**
*Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe* * **Context versus Prior Knowledge in Language Models**
*Kevin Du, Vésteinn Snæbjarnarson, Niklas Stoehr, Jennifer C. White, Aaron Schein, Ryan Cotterell* * **Word Matters: What Influences Domain Adaptation in Summarization?**
*Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao* -* **On the Hallucination in Simultaneous Machine Translation**
*Meizhi Zhong, Kehai Chen, Zhengshan Xue, Lemao Liu, Mingming Yang, Min Zhang* * **Visualization Recommendation with Prompt-based Reprogramming of Large Language Models**
*Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen* * **HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs**
*Pranoy Panda, Ankush Agarwal, Chaitanya Devaguptapu, Manohar Kaul, Prathosh AP* * **Toward In-Context Teaching: Adapting Examples to Students' Misconceptions**
*Alexis Ross, Jacob Andreas* @@ -894,7 +821,6 @@ toc_sticky: False * **PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering**
*Fangzhi Xu, Qika Lin, Tianzhe Zhao, JiaweiHan, Jun Liu* * **WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection**
*Anudeex Shetty, Yue Teng, Ke He, Qiongkai Xu* * **Advancing Parameter Efficiency in Fine-tuning via Representation Editing**
*Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Zhu JianHao, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang* -* **Self-Augmented In-Context Learning for Unsupervised Word Translation**
*Yaoyiran Li, Anna Korhonen, Ivan Vulić* * **Context Consistency between Training and Inference in Simultaneous Machine Translation**
*Meizhi Zhong, Lemao Liu, Kehai Chen, Mingming Yang, Min Zhang* * **Using Natural Language Explanations to Improve Robustness of In-context Learning**
*Xuanli He, Yuxiang Wu, Oana-Maria Camburu, Pasquale Minervini, Pontus Stenetorp* * **The Earth is Flat because...: Investigating LLMs’ Belief towards Misinformation via Persuasive Conversation**
*Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu* @@ -931,7 +857,6 @@ toc_sticky: False * **Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning**
*Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky* * **What is the Best Way for ChatGPT to Translate Poetry?**
*Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao* * **Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling**
*Pratyush Maini, Skyler Seto, Richard He Bai, David Grangier, Yizhe Zhang, Navdeep Jaitly* -* **RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records**
*Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang* * **DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention**
*Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup Rao, Julian McAuley* * **Representation Learning with Conditional Information Flow Maximization**
*Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu* * **GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction**
*Virginia K. Felkner, Jennifer A. Thompson, Jonathan May* @@ -949,5 +874,80 @@ toc_sticky: False * **Confabulation: The Surprising Value of Large Language Model Hallucinations**
*Peiqi Sui, Eamon Duede, Sophie Wu, Richard Jean So* * **IAPT: Instance-Aware Prompt Tuning for Large Language Models**
*Wei Zhu, Aaron Xuxiang Tian, Congrui Yin, Yuan Ni, Xiaoling Wang, Guotong Xie* - - +## Short Papers +* **Can Language Models Serve as Text-Based World Simulators?**
*Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter Jansen* +* **FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models**
*Andrew Zhu, Alyssa Hwang, Liam Dugan, Chris Callison-Burch* +* **Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance**
*Yewei Song, Cedric Lothritz, Daniel Tang, Tegawendé F. Bissyandé, Jacques Klein* +* **Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection**
*Saliha Muradoglu, Michael Ginn, Miikka Silfverberg, Mans Hulden* +* **Speculative Contrastive Decoding**
*Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou* +* **RDRec: Rationale Distillation for LLM-based Recommendation**
*Xinfeng Wang, Jin Cui, Yoshimi Suzuki, Fumiyo Fukumoto* +* **Isotropy, Clusters, and Classifiers**
*Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh* +* **Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks**
*Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo* +* **Cleaner Pretraining Corpus Curation with Neural Web Scraping**
*Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Ge Yu, Chenyan Xiong* +* **Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation**
*Zheng Wei Lim, Ekaterina Vylomova, Trevor Cohn, Charles Kemp* +* **UltraSparseBERT: 99% Conditionally Sparse Language Modelling**
*Peter Belcak, Roger Wattenhofer* +* **SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark**
*Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang* +* **On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models**
*Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue', Jun Huang* +* **IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus**
*Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen* +* **Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model**
*Haowei Du, Chen Li, Dinghao Zhang, Dongyan Zhao* +* **Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment**
*Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou* +* **AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models**
*Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter Anthony Beerel* +* **DDPrompt: Differential Diversity Prompting in Large Language Models**
*Lin Mu, Wenhao Zhang, Yiwen Zhang, Peiquan Jin* +* **Monotonic Representation of Numeric Attributes in Language Models**
*Benjamin Heinzerling, Kentaro Inui* +* **Two Issues with Chinese Spelling Correction and A Refinement Solution**
*Changxuan Sun, Linlin She, Xuesong Lu* +* **Linear-time Minimum Bayes Risk Decoding with Reference Aggregation**
*Jannis Vamvas, Rico Sennrich* +* **DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion**
*Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam .* +* **Fine-Tuning Pre-Trained Language Models with Gaze Supervision**
*Shuwen Deng, Paul Prasse, David Robert Reich, Tobias Scheffer, Lena Ann Jäger* +* **Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech**
*Adrien Pupier, Maximin Coavoux, Jérôme Goulian, Benjamin Lecouteux* +* **Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access**
*Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West* +* **On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models**
*Miri Varshavsky, Roy Hirsch, Regev Cohen, Tomer Golany, Daniel Freedman, Ehud Rivlin* +* **Learnable Privacy Neurons Localization in Language Models**
*Ruizhe Chen, Tianxiang Hu, YANG FENG, Zuozhu Liu* +* **Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs**
*Akhila Yerukola, Saujas Vaduguru, Daniel Fried, Maarten Sap* +* **Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing**
*Shafiuddin Rehan Ahmed, Zhiyong Wang, George Arthur Baker, Kevin Stowe, James H. Martin* +* **Soft Self-Consistency Improves Language Models Agents**
*Han Wang, Archiki Prasad, Elias Stengel-Eskin, Mohit Bansal* +* **RecGPT: Generative Pre-training for Text-based Recommendation**
*Hoang Ngo, Dat Quoc Nguyen* +* **MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations**
*Gia-Bao Dinh Ho, Chang Wei Tan, Zahra Zamanzadeh Darban, Mahsa Salehi, Reza Haf, Wray Buntine* +* **What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects**
*Verena Blaschke, Christoph Purschke, Hinrich Schuetze, Barbara Plank* +* **What Does Parameter-free Probing Really Uncover?**
*Tommi Buder-Gröndahl* +* **ATLAS: Improving Lay Summarisation with Attribute-based Control**
*Zhihao Zhang, Tomas Goldsack, Carolina Scarton, Chenghua Lin* +* **EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models**
*Mengfei Du, Binhao Wu, Zejun Li, Xuanjing Huang, zhongyu wei* +* **Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark**
*Niklas Wretblad, Fredrik Gordh Riseby, Rahul Biswas, Amin Ahmadi, Oskar Holmström* +* **Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval**
*João Coelho, Bruno Martins, Joao Magalhaes, Jamie Callan, Chenyan Xiong* +* **That's Optional: A Contemporary Exploration of "that" Omission in English Subordinate Clauses**
*Ella Rabinovich* +* **Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?**
*Haozhe An, Christabel Acquaye, Colin Wang, Zongxia Li, Rachel Rudinger* +* **Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster**
*Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri* +* **Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models**
*Zachary Horvitz, Jingru Chen, Rahul Aditya, Harshvardhan Srivastava, Robert West, Zhou Yu, Kathleen McKeown* +* **Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic Datasets**
*Amr Keleg, Walid Magdy, Sharon Goldwater* +* **Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective**
*Biaoyan Fang, Ritvik Dinesh, Xiang Dai, Sarvnaz Karimi* +* **Greed is All You Need: An Evaluation of Tokenizer Inference Methods**
*Omri Uzan, Craig W Schmidt, Chris Tanner, Yuval Pinter* +* **Sign Language Translation with Sentence Embedding Supervision**
*HAMIDULLAH Yasser, Josef van Genabith, Cristina España-Bonet* +* **STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module**
*Anton Frederik Thielmann, Arik Reuter, Christoph Weisser, Gillian Kant, Manish Kumar, Benjamin Säfken* +* **DocFinQA: A Long-Context Financial Reasoning Dataset**
*Varshini Reddy, Rik Koncel-Kedziorski, Viet Dac Lai, Michael Krumdick, Charles Lovering, Chris Tanner* +* **MaskLID: Code-Switching Language Identification through Iterative Masking**
*Amir Hossein Kargaran, François Yvon, Hinrich Schuetze* +* **An Empirical Analysis on Large Language Models in Debate Evaluation**
*Xinyi Liu, Pinxin Liu, Hangfeng He* +* **Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains**
*Vilém Zouhar, Shuoyang Ding, Anna Currey, Tatyana Badeka, Jenyuan Wang, Brian Thompson* +* **IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages**
*Saiful Haq, Ashutosh Sharma, Omar Khattab, Niyati Chhaya, Pushpak Bhattacharyya* +* **AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization**
*Yunxiao Zhao, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li* +* **Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research**
*Surangika Ranathunga, Nisansa de Silva, Dilith Jayakody, Aloka Fernando* +* **The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models**
*Noah Yamamoto Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz* +* **Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models**
*Anna Bavaresco, Alberto Testoni, Raquel Fernández* +* **Naming, Describing, and Quantifying Visual Objects in Humans and LLMs**
*Alberto Testoni, Juell Sprott, Sandro Pezzelle* +* **Are LLMs classical or nonmonotonic reasoners? Lessons from generics**
*Alina Leidinger, Robert Van Rooij, Ekaterina Shutova* +* **ConstitutionalExperts: Training a Mixture of Principle-based Prompts**
*Savvas Petridis, Ben Wedin, Ann Yuan, James Wexler, Nithum Thain* +* **Time Sensitive Knowledge Editing through Efficient Finetuning**
*Xiou Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan, Yunyao Li* +* **PRewrite: Prompt Rewriting with Reinforcement Learning**
*Weize Kong, Spurthi Amba Hombaiah, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky* +* **SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes**
*Mukul Bhutani, Kevin Robinson, Vinodkumar Prabhakaran, Shachi Dave, Sunipa Dev* +* **Paraphrasing in Affirmative Terms Improves Negation Understanding**
*MohammadHossein Rezaei, Eduardo Blanco* +* **Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios**
*Bin Sun, Jianfeng Li, Hao Zhou, Fandong Meng, Kan Li, Jie Zhou* +* **Consistency Training by Synthetic Question Generation for Conversational Question Answering**
*Hamed Hematian Hemati, Hamid Beigy* +* **How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?**
*Anushka Singh, Ananya B. Sai, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M Khapra* +* **Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages**
*Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin* +* **Cross-Modal Projection in Multimodal LLMs Doesn’t Really Project Visual Attributes to Textual Space**
*Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar* +* **Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition**
*Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung* +* **Aligning Large Language Models via Fine-grained Supervision**
*Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do* +* **Annotating FrameNet via Structure-Conditioned Language Generation**
*Xinyue Cui, Swabha Swayamdipta* +* **DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms**
*Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang* +* **Towards Artwork Explanation in Large-scale Vision Language Models**
*Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe* +* **On the Hallucination in Simultaneous Machine Translation**
*Meizhi Zhong, Kehai Chen, Zhengshan Xue, Lemao Liu, Mingming Yang, Min Zhang* +* **Self-Augmented In-Context Learning for Unsupervised Word Translation**
*Yaoyiran Li, Anna Korhonen, Ivan Vulić* +* **RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records**
*Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang* \ No newline at end of file diff --git a/_pages/program/tacl_papers.md b/_pages/program/tacl_papers.md new file mode 100644 index 0000000..f44ea6a --- /dev/null +++ b/_pages/program/tacl_papers.md @@ -0,0 +1,41 @@ +--- +title: "Accepted TACL Papers" +layout: single +excerpt: "ACL 2024 Accepted TACL Papers" +permalink: /program/tacl_papers/ +sidebar: + nav: "program" +toc: False +toc_sticky: False +--- +* **On the Effect of Anticipation on Reading Times**
*Tiago Pimentel et. al.* +* **Unifying Structured Data as Graph for Data-to-Text Pre-Training**
*Min Yang et. al.* +* **The Thai Discourse Treebank: Annotating and Classifying Thai Discourse Connectives**
*Attapol T Rutherford et. al.* +* **Direct Speech Translation for Automatic Subtitling**
*Sara Papi et. al.* +* **An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation**
*Cheng Yang et. al.* +* **The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations**
*Aina Garí Soler et. al.* +* **Geographic Adaptation of Pretrained Language Models**
*Valentin Hofmann et. al.* +* **Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis**
*Minjoon Seo et. al.* +* **What Do Self-Supervised Speech Models Know About Words?**
*Ankita Pasad et. al.* +* **Cultural Adaptation of Recipes**
*Daniel Hershcovich et. al.* +* **Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering**
*Vaibhav Adlakha et. al.* +* **Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies**
*Liangming Pan et. al.* +* **DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises**
*Jiasheng Ye et. al.* +* **Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured information sources**
*Jens Lehmann et. al.* +* **KoBBQ: Korean Bias Benchmark for Question Answering**
*Hwaran Lee et. al.* +* **Computational Complexity of Natural Morphology Revisited**
*Hajime Senuma et. al.* +* **Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering**
*Dingmin Wang et. al.* +* **JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims**
*FENGZHU ZENG et. al.* +* **Do Multi-Document Summarization Models Synthesize?**
*Jay DeYoung et. al.* +* **Decision-Oriented Dialogue for Human--AI Collaboration**
*Jessy Lin et. al.* +* **xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection**
*Nuno Miguel Guerreiro et. al.* +* **NoviCode: Generating Programs from Natural Language Utterances by Novices**
*Asaf Achi Mordechai et. al.* +* **SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks**
*Xuanli He et. al.* +* **Exploring Continual Learning of Compositional Generalization in NLI**
*Xiyan Fu et. al.* +* **Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias**
*Itay Itzhak et. al.* +* **State of What Art? A Call for Multi-Prompt LLM Evaluation**
*Gabriel Stanovsky et. al.* +* **Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?**
*Cristina Aggazzotti et. al.* +* **Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion**
*Yongxue Shan et. al.* +* **Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)**
*Cameron Jones et. al.* +* **Segmentation-Free Streaming Machine Translation**
*Javier Iranzo-Sánchez et. al.* +* **CreoleVal: Multilingual Multitask Benchmarks for Creoles**
*Heather Lent et. al.*