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    • 国際会議
      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)

    • 国際会議
      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).

    • 国際会議
      LLM / NLP

      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)

    • 国際会議
      LLM / NLP

      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)

    • 国際会議
      LLM / NLP

      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)

    • 国際会議
      LLM / NLP

       “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)

    • 国際会議
      LLM / NLP ロボティクス

      “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)

    • 国際会議
      LLM / NLP

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

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

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

    • 論文誌
      LLM / NLP

      文書生成タスクに対する強化学習応用における文書生成器のサンプルに非依存な報酬関数学習フレームワークの提案

      冨山翔司, 鈴木雅大, 落合桂一, 松尾豊

      電子情報通信学会和文論文誌D, (2024)

    • 国際会議
      LLM / NLP

      Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text

      Qi Cao, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). December 2023.