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    • 国際会議
      LLM / NLP

      Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models

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

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), Main, March 2026

    • 国際会議
      LLM / NLP

      ∞-MoE: Generalizing Mixture of Experts to Infinite Expert

      [paper] [slide] [poster]

      Shota Takashiro, Takeshi Kojima, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026

    • 国際会議
      LLM / NLP

      JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Community

      [paper]

      Yunze Xiao, Tingyu He, Lionel Z. WANG, Yiming Ma, Xingyu Song, Xiaohang Xu, Mona T. Diab, Irene Li, Ka Chung Ng

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026

    • 国際会議
      LLM / NLP

      Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning

      Jerry Huang, Peng Lu, QIUHAO Zeng, Yusuke Iwasawa, Yutaka Matsuo, Sarath Chandar, Edison Marrese-Taylor, Irene Li

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026.

    • 国際会議
      LLM / NLP

      Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers

      Atsushi Shimizu, Shohei Taniguchi, Yutaka Matsuo.

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026.

    • 国際会議
      LLM / NLP

      Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths

      [paper]

      Masaki Sashida, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo.

      The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 2026.

    • 著書
      AI一般

      日本経済AI成長戦略

      冨山和彦（著）, 松尾豊（監修）

      文藝春秋

    • 論文誌
      AI一般 Brain-Inspired Intelligence

      System 0/1/2/3: Quad-Process Theory for Multitimescale Embodied Collective Cognitive Systems

      [paper]

      Tadahiro Taniguchi, Yasushi Hirai, Masahiro Suzuki, Shingo Murata, Takato Horii, Kazutoshi Tanaka

      Artificial Life, Vol. 31, No. 4, pp. 465-496, December 2025

    • 論文誌
      ロボティクス

      Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots

      Yuxi Lu, Zhongchao Zhou*, Yanmin Zhou, Zhipeng Wang, Shuo Jiang, Wenwei Yu, Bin He (*Corresponding author)

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

    • 著書
      AI一般

      Symbol Emergence Systems: An Interdisciplinary Discussion about Cognition, Language and Society

      鈴木 雅大 他

      Springer Nature Singapore