Research

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  • LLM / NLP

    • Publications

    Category

    Research Area

    Year

    • Journals
      LLM / NLP

      Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web

      Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur.

      Transactions on Machine Learning Research (TMLR).

    • Awards
      LLM / NLP

      The 19th Symposium on Young Adult Symposium on Language Processing (YANS2024), Sponsor’s Award (Hitachi, Ltd. Award): “The Negative Impact of Increasing the Number of Instructions on the Instruction-Following Performance of Large Language Models.”

      小島 武

    • 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
      LLM / NLP

      Geometric-Averaged Preference Optimization for Soft Preference Labels.

      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
      LLM / NLP

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

      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.

      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.”

      Yongmin Kim, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      2024 First Conference on Language Modeling (COLM 2024).

    • International Conferences
      LLM / NLP

      “Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks.”

      Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo

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

    • International Conferences
      LLM / NLP

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

      Edison Marrese-Taylor

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

    • International Conferences
      LLM / NLP

      “Improving Low-resource Asian Machine Translation using Bilingual Lexical Resources.”

      Francis Zheng, Edison Marrese-Taylor

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