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    • 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
      応用研究

      Hydrosilylation-derived silicon-containing hydrocarbon-based polymers exhibiting ultralow dielectric losses and high thermal stabilities

      [paper]

      Yuka Azuma, Riku Takahashi, Natsuko Sashi, Kan Hatakeyama-Sato, Yuta Nabae, Ririka Sawada, Shinji Ando, Teruaki Hayakawa

      Polymer Chemistry, Vol. 16, Issue 33, pp. 3683-3692, August 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

    • 論文誌
      コンピュータービジョン 応用研究

      A Robust Residual Three-dimensional Convolutional Neural Networks Model for Prediction of Amyloid-β Positivity by Using FDG-PET

      [paper]

      Ilya Ardakani, Takahiro Yamada, Sayako Iwano, Sunil Kumar Maurya, Kazunari Ishii

      Clinical Nuclear Medicine, Vol. 50, Issue 8, pp. 707-713, 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

    • 国際会議
      LLM / NLP

      HealthGenie: An Knowledge-Driven LLM Framework for Tailored Dietary Guidance

      [paper]

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

      Conference on Information and Knowledge Management (CIKM 2025), October 2025

    • 国際会議
      LLM / NLP

      AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots

      [paper] [poster]

      Xinjie Zhao, Moritz Blum, Fan Gao, Yingjian Chen, Boming Yang, Luis Marquez-Carpintero, Mónica Pina-Navarro, Yanran Fu, So Morikawa, Yusuke Iwasawa, Yutaka Matsuo, Chanjun Park and Irene Li

      Conference on Information and Knowledge Management (CIKM 2025), October 2025

    • 国際会議
      LLM / NLP

      An in-depth human study of the mathematical reasoning abilities in Large Language Models

      [paper]

      Carolina Dias-Alexiou, Edison Marrese-Taylor, Yutaka Matsuo

      Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL 2025), Workshop, July 2025

    • 論文誌
      応用研究 機械学習一般

      Discovery of liquid crystalline polymers with high thermal conductivity using machine learning

      [paper]

      Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama-Sato, Yuta Nabae, Shiori Nakagawa, Meguya Ryu, Ryohei Ishige, Yoh Noguchi

      npj Computational Materials, Vol. 11, Issue 1, July 2025