Suriya Gunasekar

Most-cited papers

1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

   Marah Abdin, Sam Adé Jacobs, A. Awan, J. Aneja +85 more

   2024arXiv.org2,593 citations

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2. Phi-4 Technical Report

   Marah Abdin, J. Aneja, Harkirat Singh Behl, Sébastien Bubeck +23 more

   2024arXiv.org863 citations

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3. Phi-4-reasoning Technical Report

   Marah Abdin, Sahaj Agarwal, A. Awadallah, Vidhisha Balachandran +19 more

   2025arXiv.org134 citations

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4. Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

   Nvidia Aaron Blakeman, A. Thomas, Aastha Jhunjhunwala, Abhibha Gupta +496 more

   202655 citations

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5. (S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability

   Mathieu Even, Scott Pesme, Suriya Gunasekar, Nicolas Flammarion

   2023arXiv.org29 citations Open access

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6. KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

   Marah Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jungshian Li +4 more

   2023International Conference on Learning Representations16 citations

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7. Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows

   M. Ranjit, Anirban Porya, Shaury Srivastav, Niharika Vadlamudi +105 more

   2 citations

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8. ElChat: Adapting Chat Language Models Using Only Target Unlabeled Language Data

   Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras +210 more

   1 citations

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9. Evaluating Design Choices in Verifiable Generation with Open-source Models

   Shuyang Cao, Lu Wang, Marah Abdin, Jy-oti Aneja +496 more

   2025Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)0 citations Open access

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10. F OURIER C IRCUITS IN N EURAL N ETWORKS : U NLOCK - ING THE P OTENTIAL OF L ARGE L ANGUAGE M ODELS IN M ATHEMATICAL R EASONING AND M ODULAR A RITH - METIC

    Jiuxiang Gu, †. ChenyangLi, ‡. YingyuLiang, §. ZhenmeiShi +32 more

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11. Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models’ Reasoning with Formal Logic

    Jason Chan, Robert J. Gaizauskas, Zhixue Zhao, Marah Abdin +334 more

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12. Dissecting Inaccuracies in Large Language Models: An Analysis on Reasoning-Error Causes on Large Language Models

    P. Neelakantan, Girish Shyam, Amanda Sastry, Sandhini Askell +128 more

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13. Behavioral Bias of Vision-Language Models: A Behavioral Finance View Anonymous

    Marah Abdin, Ammar Sam Ade Jacobs, Ahmad Awan, J. Aneja +127 more

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14. Formula-One Prompting: Equation-First Reasoning For Applied Mathematics

    Natapong Nitarach, Pittawat Taveekitworachai, Kunat Pipatanakul, K. Cobbe +19 more

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