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Dundalia/README.md

Davide

Hello World 🌏 !!

ABOUT ME
I am a PhD Student at Mila and Polytechnique Montréal under the supervision of Prof. Sarath Chandar and Prof. Amal Zouaq. My research focuses on the fundamental aspects of Natural Language Processing (NLP), particularly investigating large language models (LLMs).

Prior to my doctoral studies, I earned a Master’s in Artificial Intelligence from the University of Bologna. During my time as a master’s student, I co-authored the paper TWOLAR: a TWO‑step LLM‑Augmented distillation method for passage Reranking, which was accepted to the European Conference on Information Retrieval (ECIR 2024). This work integrates knowledge distillation with language model–based ranking approaches and demonstrates state-of-the-art performance on widely adopted passage reranking benchmarks.

  • 💬 Ask me about anything and everything !!
  • 💬 Connect with on Linkedin => LinkedIn
  • ✍ View my Blogs here => Blogs
  • 📫 Reach me here => Mail


echo "Languages and Toolkit:"

Visual Studio Code

Git

GitHub

Terminal

Python

Popular repositories Loading

  1. TWOLAR TWOLAR Public

    Python 7

  2. ex_ex_gen_multi-hop_QA ex_ex_gen_multi-hop_QA Public

    A pipeline for an explainable, extractive-generative multi-hop OpenQA model trained on the HotPotQA dataset in distractor setting

    Jupyter Notebook 2

  3. graphic-cellular-automata graphic-cellular-automata Public

    An easy-to-use tool to generate graphics of cellular automatas

    Jupyter Notebook 1

  4. chatbot chatbot Public

    The simplest interface to interact with an LLM through the openAI API

    CSS 1

  5. LoopQPrize_2022 LoopQPrize_2022 Public

    Solution for the Loop Q Prize 2022: A speech emotion recognition DL model

    Jupyter Notebook

  6. Conversational_QA_CoQA Conversational_QA_CoQA Public

    Development of two Encoder-Decoder models based on the pretrained distilroberta and bert-tiny, fine-tuned on CoQA for Question Answering

    Jupyter Notebook