Shayekh Bin Islam

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I am broadly interested in natural language processing and machine learning. My research involves complex reasoning, language agents, preference optimization and parameter-efficient systems for real-world problems using deep neural networks.

News

Oct 24, 2024 Will be serving as a reviewer in COLING 2025.
Sep 26, 2024 Will be serving as a reviewer in AISTATS 2025; and 4th MATH-AI Workshop, System 2 Reasoning At Scale and Safe GenAI at NeurIPS 2024.
Sep 20, 2024 ✨✨ One first-author paper accepted in EMNLP Findings 2024.
Aug 28, 2024 🎉🎉🎉 Won two titles in Expedition Aya Research Hackathon – the “Most Promising Project” (1000 USD credits) and the “Silver Prize” (4000 USD credits).
Aug 25, 2024 📄 Will be reviewing in ICLR 2025 Main.

Selected Publications

  1. EMNLP
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    Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models
    Shayekh Bin Islam, Md Asib Rahman, K S M Tozammel Hossain, Enamul Hoque, Shafiq Joty, and Md Rizwan Parvez
    EMNLP Findings, Nov 2024