Profile

I am a Ph.D. student at the Nishimoto Lab, The University of Osaka. I have a stutter, which inspires me to study it along with large language models and neuroscience.

News

  • 2025.03Co-first-authored conference paper presented at NLP 2025.
  • 2025.02Co-first-authored preprint released on arXiv.
  • 2024.03First-authored conference paper presented at NLP 2024.

Publications

  • Triple-Phase Transition: 脳との関係から捉える大規模言語モデルの学習ダイナミクス
    中木 裕子*‡, 多田 圭吾*, 吉野 草太*, 西本 伸志†, 高木 優† (*Equal first author, †Equal corresponding author, ‡Team lead)
    言語処理学会 第31回年次大会 (NLP), 2025
    PDF
  • Triple Phase Transitions: Understanding the Learning Dynamics of Large Language Models from a Neuroscience Perspective
    Yuko Nakagi*‡, Keigo Tada*, Sota Yoshino*, Shinji Nishimoto†, Yu Takagi† (*Equal first author, †Equal corresponding author, ‡Team lead)
    arXiv preprint, 2025
    Paper
  • 超伝導材料の転移温度予測における事例間の繋がりを考慮した知識グラフの有効性の調査
    吉野 草太, 旭 良司, 三輪 誠, 佐々木 裕
    言語処理学会 第30回年次大会 (NLP), 2024
    PDF

Education

  • Ph.D. Candidate in Neuroscience, The University of Osaka
    2024 – present (Expected 2029)
  • M.Eng., The University of Osaka
    2026
  • B.Eng. in Computer Science, Toyota Technological Institute
    2024