Research

研究

研究業績

カテゴリー

研究領域

  • 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).

  • 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).

  • 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)

  • 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)

  • 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).

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

    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)

  • Media Bias Detection Across Families of Language Models

    Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo

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

  • Annotations for Exploring Food Tweets From Multiple Aspects

    Matiss Rikters, Edison Marrese-Taylor, Rinalds Viksna

    The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

  • A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

    Izzenddin Gur, Hiroki Furuta, Austin Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust

    International Conference on Learning Representations (ICLR2024)

  • Multimodal Web Navigation with Instruction-Finetuned Foundation Models

    Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzenddin Gur

    International Conference on Learning Representations (ICLR2024)