Research

研究

  • Home
  • 研究業績
  • LLM / NLP

    • 研究業績

    カテゴリー

    研究領域

    年

    • 国際会議
      LLM / NLP

      Mechanism of Task-oriented Information Removal in In-context Learning

      [paper]

      Hakaze Cho, Haolin Yang, Gouki Minegishi, Naoya Inoue

      International Conference on Learning Representations 2026 (ICLR2026)

    • 国際会議
      LLM / NLP

      RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs

      [paper]

      Kohsei Matsutani, Shota Takashiro, Gouki Minegishi, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Learning Representations 2026 (ICLR2026)

    • 国際会議
      LLM / NLP 強化学習

      Does “Do Differentiable Simulators Give Better Policy Gradients?” Give Better Policy Gradients?

      Ku Onoda, Paavo Parmas, Manato Yaguchi, Yutaka Matsuo

      International Conference on Learning Representations 2026 (ICLR2026)

    • 国際会議
      LLM / NLP 強化学習

      Self-Harmony: Learning to Harmonize Self-Supervision and Self-Play in Test-Time Reinforcement Learnin

      Ru Wang, Wei Huang, Qi Cao, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      International Conference on Learning Representations 2026 (ICLR2026)

    • 国際会議
      LLM / NLP

      Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models

      Qi Cao, Andrew Gambardella, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)

    • 国際会議
      LLM / NLP

      ∞-MoE: Generalizing Mixture of Experts to Infinite Expert

      Shota Takashiro, Takeshi Kojima, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)

    • 国際会議
      LLM / NLP

      JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Community

      Yunze Xiao, Tingyu He, Lionel Z. WANG, Yiming Ma, Xingyu Song, Xiaohang Xu, Mona T. Diab, Irene Li, Ka Chung Ng

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)

    • 国際会議
      LLM / NLP

      Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning

      Jerry Huang, Peng Lu, QIUHAO Zeng, Yusuke Iwasawa, Yutaka Matsuo, Sarath Chandar, Edison Marrese-Taylor, Irene Li

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)

    • 国際会議
      LLM / NLP

      Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers

      Atsushi Shimizu, Shohei Taniguchi, Yutaka Matsuo.

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)

    • 国際会議
      LLM / NLP

      Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths

      [paper]

      Masaki Sashida, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo.

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026)