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    • 受賞
      LLM / NLP

      2024年度 第19回言語処理若手シンポジウム(YANS2024),スポンサー賞(株式会社日立製作所賞): “指示数増加による大規模言語モデルの指示追従性能への悪影響”

      小島 武

    • 国際会議
      LLM / NLP

      Slender-Mamba: Fully Quantized Mamba From Head to Toe

      [paper]

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

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

    • 国際会議
      LLM / NLP

      Geometric-Averaged Preference Optimization for Soft Preference Labels

      [web]

      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)

    • 国際会議
      LLM / NLP

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

      [paper] [web]

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

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

    • 国際会議
      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).

    • 国際会議
      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).

    • 国際会議
      LLM / NLP

      Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks

      [paper]

      Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo

      Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024)

    • 国際会議
      LLM / NLP

      KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques

      [paper]

      Edison Marrese-Taylor

      Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024)

    • 国際会議
      LLM / NLP

      Improving Low-resource Asian Machine Translation using Bilingual Lexical Resources

      [paper] [web]

      Francis Zheng, Edison Marrese-Taylor

      Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024).

    • 国際会議
      LLM / NLP

      On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons

      [paper] [web]

      Takeshi Kojima, Itsuki Okimura, Yusuke Iwasawa, Hitomi Yanaka, Yutaka Matsuo

      The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2024)