Related Work Collection

[Kunlun-Zhu]

Related work on research town

[lwaekfjlk]

https://blog.allenai.org/data-driven-discovery-with-large-generative-models-e1a062e99390
Here is one related work.

[chengzr01]

LLM for Research (Ideation, Experimentation, Writing, and Reviewing)

• ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models https://arxiv.org/pdf/2404.07738
• MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation https://arxiv.org/pdf/2310.03302
• Mapping the Increasing Use of LLMs in Scientific Papers https://arxiv.org/pdf/2404.01268
• MARG: Multi-Agent Review Generation for Scientific Papers https://arxiv.org/pdf/2401.04259
• ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing https://arxiv.org/pdf/2306.00622
• Can large language models provide useful feedback on research papers? A large-scale empirical analysis https://arxiv.org/pdf/2310.01783
• Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews https://arxiv.org/pdf/2403.07183

[lwaekfjlk]

Thanks, the list looks great!

[lwaekfjlk]

@ft2023 , here is the useful source for writing.