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    • 国際会議
      機械学習一般

      Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization

      [paper]

      Ru Wang, Wei Huang, Selena Song, Haoyu Zhang, Qian Niu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      The Third Conference on Parsimony and Learning(CPAL 2026), March 2026

    • 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.

    • 国際会議
      生成モデル

      One-shot Portrait Stylizaiton via Geometric Alignment

      [paper]

      Xinrui Wang, Zilin Guo, Zhuoru Li, Jinze Yu, Heng Zhang, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      Proceedings of The IEEE/CVF Winter Conference on Applications of Computer Vision 2026 (WACV2026), March 2026.

    • 国際会議
      理論 生成モデル

      Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model

      [paper]

      Kotaro Ikeda, Masanori Koyama, Jinzhe Zhang, Kohei Hayashi, Kenji Fukumizu

      Advances in Neural Information Processing Systems 38 (NeurIPS 2025), December 2025.

    • 国際会議
      ロボティクス 強化学習

      The Impact of VR and 2D Interfaces on Human Feedback in Preference-Based Robot Learning

      [paper]

      Jorge de Heuvel, Daniel Marta, Simon Holk, Iolanda Leite, Maren Bennewitz

      Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025), October 2025