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    Soumadeep SAHA, PhD

    Soumadeep SAHA, PhD

    Postdoctoral Researcher,
    ANITI, University of Toulouse

    “So long, and thanks for all the fish!”

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      2026

    • Presenting at EMNLP 2026. October 2026

      [Poster] [Video].

    • Paper accepted to NeurIPS 2026. September 2026

      Our paper titled TAPIOCA: Why Task-Aware Pruning Improves OOD model Capability was accepted to be presented in NeurIPS 2026.

    • Preprint. August 2026

      Check out our pre-print titled - BODHI: Do LLMs Branch Out and Discover Heterogeneous Inferences?.

    • Preprint. June 2026

      Check out our pre-print titled - TAPIOCA: Why Task-Aware Pruning Improves OOD model Capability.

    • Postdoc March 2026

      Joined ANITI, University of Toulouse as a postdoctoral researcher.

    • Preprint. February 2026

      Check out our pre-print titled - The Synergistic Integration of Access Control Management and Large Language Model Agents: A Survey.

    • Paper accepted to TACL. January 2026

      Our paper titled KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning? was accepted to appear in the Transactions of the Association for Computational Linguistics (TACL).

    • 2025

    • Thesis defense (viva voce). August 2025

      Successfully defended my dissertation titled “Domain Obedient Deep Learning”.

    • Paper accepted to EMNLP 2025. August 2025

      Our paper titled sudoLLM: On Multi-role Alignment of Language Models was accepted to appear in the Findings of EMNLP 2025.

    • Preprint. July 2025

      Check out our pre-print titled - KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?.

    • Preprint. May 2025

      Check out our pre-print titled - sudoLLM : On Multi-role Alignment of Language Models.

    • Presenting at NAACL 2025. April 2025

      [Poster] [Video].

    • OpenAI Grant. February 2025

      Thanks to OpenAI for providing us with a computational credit grant under their Researcher Access Program.

    • Paper accepted to NAACL 2025. January 2025

      Our paper titled Language Models are Crossword Solvers was accepted to NAACL 2025 (main).

    • 2024

    • Preprint. December 2024

      Check out our pre-print titled - Deep Learning Based Recalibration of SDSS and DESI BAO Alleviates Hubble and Clustering Tensions.

    • HIDA Helmholtz visiting researcher. July 2024

      Visiting German Aerospace Institute (DLR), Cologne, Germany.

    • Attending AAAI 2024. February 2024

      Attending AAAI 2024, at Vancouver, BC, Canada. Presenting at the W3PHIAI workshop.

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