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Aman Sinha

Ph.D. Student
Université de Lorraine
firstname.lastname (at) univ-lorraine.fr


About Me

I am a final year PhD student at Université de Lorraine, Nancy, France, under the supervision of Marianne Clausel, Mathieu Constant and Xavier Coubez. My research involves exploring the behavior of text data and language models and their interaction, focusing on the intersection of the medical domain and Natural Language Processing. Recently, I’ve been interested in the interaction between model performance, data perception variability, and interpretability.

And more recently, I’ve developed a fondness for hallucinations in large language models.
Here are some outcomes: Mu-SHROOM 🍄, SHROOM-CAP 🦙👒 and CHOMPS chomps-emoji

Research Interests

News

Relevant Publications


    2025


  1. TS4H 2025
    Rohit Agarwal ,Aman Sinha, Dilip Prasad, Marianne Clausel, Alexander Horsh, Mathieu Constant, and Xavier Coubez
    Workshop on Learning from Time Series for Health, NeurIPS 2025.

  2. AIW 2025
    Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, and Xavier Coubez
    Workshop on Actionable Interpretability@ICML 2025.

  3. ACL 2025
    Timothee Mickus, Aman Sinha and Raúl Vázquez
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 5401–5417, Vienna, Austria. Association for Computational Linguistics 2025.

  4. RadNLP 2024
    Aman Sinha and Ioana Buhnila
    NTCIR-18: Proceedings of the 18th NTCIR Conference on Evaluation ofInformation Access Technologies, June 10-13, 2025, Tokyo, Japan.

  5. 2024


  6. BioNLP 2024
    Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, and Xavier Coubez
    In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, pages 202–211, Bangkok, Thailand. Association for Computational Linguistics. Aug 2024.

  7. KnowledgeLM 2024
    Ioana Buhnila, Aman Sinha, and Mathieu Constant
    In Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM 2024), pages 189–203, Bangkok, Thailand. Association for Computational Linguistics. Aug 2024.

  8. 2023


  9. ARTS 2023
    Aman Sinha, Sam Bigeard, Marianne Clausel, and Mathieu Constant
    Actes de CORIA-TALN 2023. Actes de l’atelier" Analyse et Recherche de Textes Scientifiques"(ARTS), TALN-CORIA 2023.

  10. 2022


  11. WNLPe-Health 2022
    Aman Sinha, Ayan Vishwakarma, Marianne Clausel, and Mathieu Constant
    Proceedings of the 19th International Conference on Natural Language Processing: Workshop on Context-aware NLP in eHealth (WNLPe-Health), ICON 2022.

  12. SMM4H 2022
    Aman Sinha, Cristina García Holgado, Marianne Clausel, and Mathieu Constant
    Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task (SMM4H), COLING 2022.

[Complete list: Google Scholar]