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    • 論文誌
      LLM / NLP ロボティクス

      LLM-guided Adaptive Compensator: Bringing Adaptivity to Robotic Feedback Control with Large Language Model

      [paper]

      Zhongchao Zhou, Yuxi Lu, Yaonan Zhu, Yifei Zhao, Qian Niu, Bin He, Liang He, Wenwei Yu, Yusuke Iwasawa

      IEEE Transactions on Automation Science and Engineering (T-ASE), 2026

    • 論文誌
      LLM / NLP 応用研究

      When medical AI fails outside English

      [paper]

      Irene Li, Hardy Kagimoto, Yusuke Iwasawa, Yutaka Matsuo, Ethan Goh

      BMJ Digital Health & AI, Vol. 2, No. 1, e000038, Editorial (Invited), 2026

    • 国際会議
      LLM / NLP

      Steering at the Source: Style Modulation Heads for Robust Persona Control

      [paper]

      Yoshihiro Izawa, Gouki Minegishi, Koshi Eguchi, Sosuke Hosokawa, Kenjiro Taura

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), July 2026

    • 国際会議
      LLM / NLP

      Emergent Analogical Reasoning in Transformers

      [paper]

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

      Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), Spotlight, July 2026

    • 国際会議
      LLM / NLP

      Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise

      [paper]

      Keno Harada, Lui Yoshida, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 30th Conference on Computational Natural Language Learning (CoNLL 2026), July 2026

    • 国際会議
      LLM / NLP

      Clustered Self-Assessment: A Simple yet Effective Method for Uncertainty Quantification in Large Language Models

      Qi Cao, Takeshi Kojima, Andrew Gambardella, Helinyi Peng, Yutaka Matsuo, Yusuke Iwasawa

      The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Findings, July 2026

    • 国際会議
      LLM / NLP

      Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks

      Sunil Kumar Maurya, Xin Liu

      The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Main, Long, July 2026

    • 国際会議
      LLM / NLP

      Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning

      [paper] [misc] [misc]

      Fan Gao, Sherry T. Tong, Jiwoong Sohn, Jiahao Huang, Junfeng Jiang, Ding Xia, Piyalitt Ittichaiwong, Kanyakorn Veerakanjana, Hyunjae Kim, Qingyu Chen, Edison Marrese Taylor, Kazuma Kobayashi, Akiko Aizawa, Irene Li

      The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Main, Long, July 2026

    • 国際会議
      LLM / NLP

      Understanding Emergent Misalignment via Feature Superposition Geometry

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

      The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Main, Long, July 2026

    • 国際会議
      LLM / NLP

      EARL: The 2nd Workshop on Evaluating and Applying Recommender Systems with Large Language Models

      [paper]

      Irene Li, Ruihai Dong, Guillaume Salha-Galvan, Aonghus Lawlor, Dairui Liu, Lei Li

      Proceedings of the 19th ACM Conference on Recommender Systems (RecSys 2025), Extended Abstract, September 2025