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    • 論文誌
      LLM / NLP 世界モデル

      Verbal Representation of Object Collision Prediction Based on Physical Properties

      [paper]

      Erika Kuroda, Ichiro Kobayashi

      Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 29, No. 5, pp. 1190-1202, September 2025

    • 国際会議
      LLM / NLP 表現学習

      Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties

      [paper]

      Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Advances in Neural Information Processing Systems (NeurIPS 2025), December 2025

    • 国際会議
      LLM / NLP

      HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models

      [paper]

      Fan Gao, Xinjie Zhao, Ding Xia, Zhongyi Zhou, Rui Yang, Jinghui Lu, Hang Jiang, Chanjun Park, Irene Li

      Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), November 2025

    • 論文誌
      LLM / NLP

      大規模画像言語モデルにおける事実性バイアスの体系的な分析

      冨山翔司、山下佳威、 鈴木雅大、 落合桂一、松尾豊

      情報処理学会論文誌

    • 論文誌
      LLM / NLP

      サマリレベルでの画像の利用法を用いたマルチモーダル翻訳手法の提案

      冨山翔司, 味曽野雅史, 鈴木雅大, 落合桂一, 岩澤有祐, 松尾豊

      知能と情報

    • 国際会議
      LLM / NLP

      Dynamic Injection of Entity Knowledge into Dense Retrievers

      [paper] [slide] [poster]

      Ikuya Yamada, Ryokan Ri, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Empirical Methods in Natural Language Processing (EMNLP 2025), Findings, November 2025

    • 国際会議
      LLM / NLP

      When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following

      Keno Harada, Yudai Yamazaki, Masachika Taniguchi, Edison Marrese-Taylor, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Empirical Methods in Natural Language Processing (EMNLP 2025), Findings, November 2025

    • 論文誌
      LLM / NLP 応用研究

      Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis

      [paper]

      Niu Qian, Junyu Liu, Momoko Nagai-Tanima, Tomoki Aoyama

      Journal of Medical Internet Research, Vol. 27, e68881, August 2025

    • 国際会議
      LLM / NLP

      ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA

      [paper]

      Zhao Xinjie, Fan Gao, Xingyu Song, Yingjian Chen, Rui Yang, Yanran Fu, Yuyang Wang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li

      Empirical Methods in Natural Language Processing (EMNLP 2025), Main, November 2025

    • 国際会議
      LLM / NLP

      MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation

      [paper] [web]

      Weihao Xuan, Rui Yang, Heli Qi, Qingcheng Zeng, Yunze Xiao, Aosong Feng, Dairui Liu, Yun Xing, Junjue Wang, Fan Gao, Jinghui Lu, Yuang Jiang, Huitao Li, Xin Li, Kunyu Yu, Ruihai Dong, Shangding Gu, Yuekang Li, Xiaofei Xie, Felix Juefei-Xu, Foutse Khomh, Osamu Yoshie, Qingyu Chen, Douglas Teodoro, Nan Liu, Randy Goebel, Lei Ma, Edison Marrese-Taylor, Shijian Lu, Yusuke Iwasawa, Yutaka Matsuo, Irene Li

      Empirical Methods in Natural Language Processing (EMNLP 2025), Main, November 2025