Research

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    • Awards
      AI Application

      2024 Research Report Ubiquitous Computing Systems, Best Paper Award (UBI): Proposal of Knowledge Distillation Method from Vision Transformer to Convolutional Neural Network

      前羽 利治，河野 慎，松尾 豊

    • International Conferences
      LLM / NLP

      Slender-Mamba: Fully Quantized Mamba From Head to Toe

      Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo and Yusuke Iwasawa.

      Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025).

    • International Conferences
      AI General

      Does Superintelligence Dream of Ethical Empowerment?

      [paper]

      Yusuke Hayashi, Hiroshi Yamakawa

      9th International Conference on Robot Ethics and Standards (ICRES 2024)

    • Articles
      Brain-Inspired Intelligence

      Brain-morphic Cognitive Model for Enhancing Interpretability and Achieving Trustworthy Agents

      田和辻 可昌, 大森 隆司, 太田 博三, 宮本 竜也, 芦原 佑太, 荒川 直哉, 山川 宏

      人工知能, Vol.39 No.2, p.197-204, 2024

    • International Conferences
      LLM / NLP

      Geometric-Averaged Preference Optimization for Soft Preference Labels

      [paper]

      Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur

      Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

    • International Conferences
      Representation Learning Theory

      ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate

      [paper]

      Shohei Taniguchi, Keno Harada, Gouki Minegishi, Yuta Oshima, Seong Cheol Jeong, Go Nagahara, Tomoshi Iiyama, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

      Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

    • International Conferences
      LLM / NLP

      Which Programming Language and What Features at the Pre-training Stage Affect Downstream Logical Inference Performance?

      [paper]

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

      The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)

    • International Conferences
      LLM / NLP

      Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4.

      [paper]

      Jiaxian Guo*, Bo Yang*, Paul Yoo, Yuchen Lin, Yutaka Matsuo, Yusuke Iwasawa

      AAAI RL+LLM, 2024 (Oral).

    • International Conferences
      LLM / NLP

      Decoupling Noise and Toxic Parameters for Language Model Detoxification by Task Vector Merging

      [paper] [web]

      Yongmin Kim, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      2024 First Conference on Language Modeling (COLM 2024).

    • International Conferences
      AI General

      Aligning Superintelligence Goals with Societal Welfare: An Evolutionary Perspective

      Hiroshi Yamakawa

      9th International Conference on Robot Ethics and Standards (ICRES 2024).