publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization
    Kunal Samanta, Ari Holtzman, and Peter West
    COLM 2026 Sci-FM Workshop, 2026
  2. Simple Agents, Biased Judges: Efficient Multi-Party Dialogue Generation & The Evaluation Gap
    Kunal Samanta, Faisal Tareque Shohan, Amine Trabelsi, and Richard Khoury
    In ACL 2026 (Main), 2026
  3. Style over Substance: LLM-as-a-Judge Fails to Evaluate Multi-Party Social Dialogue
    Kunal Samanta, Faisal Tareque Shohan, Amine Trabelsi, and Richard Khoury
    ICLR 2026 ICBINB Workshop, 2026

2024

  1. spotlight
    Selective mixup fine-tuning for optimizing non-decomposable objectives
    Shrinivas Ramasubramanian, Harsh Rangwani, Sho Takemori, Kunal Samanta, Yuhei Umeda, and Venkatesh Babu Radhakrishnan
    In ICLR 2024, 2024

2023

  1. Selmix: Selective mixup fine tuning for optimizing non-decomposable metrics
    Shrinivas Ramasubramanian, Harsh Rangwani, Sho Takemori, Kunal Samanta, Yuhei Umeda, and Venkatesh Babu Radhakrishnan
    In ICML 2023 Differentiable Almost Everything Workshop, 2023