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    • 国際会議
      LLM / NLP

      GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields

      [paper] [slide] [poster]

      Shunsuke Yasuki, Taiki Miyanishi, Nakamasa Inoue, Shuhei Kurita, Koya Sakamoto, Daichi Azuma, Masato Taki, Yutaka Matsuo

      International Conference on Computer Vision (ICCV 2025)

    • 国際会議
      LLM / NLP 応用研究

      Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs

      [paper]

      Yingjian Chen, Feiyang Li, Xingyu Song, Tianxiao Li, Zixin Xu, Xiujie Chen, Issey Sukeda, Irene Li

      Proceedings of the Conference on Artificial Intelligence in Medicine (AIME 2025), SLM4Health Workshop, June 2025

    • 論文誌
      LLM / NLP ロボティクス

      Enhancing the LLM-Based Robot Manipulation Through Human-Robot Collaboration

      [paper]

      Haokun Liu, Yaonan Zhu, Kenji Kato, Atsushi Tsukahara, Izumi Kondo, Tadayoshi Aoyama, Yasuhisa Hasegawa

      IEEE Robotics and Automation Letters (RA-L), May 2025 (presented at ICRA 2025)

    • 国際会議
      LLM / NLP

      Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning

      [paper] [poster] [slide]

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

      The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

    • 国際会議
      LLM / NLP

      GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking

      [paper] [slide] [poster]

      Yingjian Chen, Haoran Liu, Yinhong Liu, Rui Yang, Han Yuan, Yanran Fu, Pengyuan Zhou, Qingyu Chen, James Caverlee, Irene Li

      The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

    • 国際会議
      LLM / NLP

      Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar

      [paper] [poster]

      Andrew Gambardella, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

      The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

    • 国際会議
      LLM / NLP

      In-Context Meta Learning Induces Multi-Phase Circuit Emergence

      [paper] [poster] [slide]

      Gouki Minegishi, Hiroki Furuta, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Machine Learning (ICML2025)

    • 国際会議
      LLM / NLP

      Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

      [paper]

      Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami

      International Conference on Machine Learning (ICML2025)

    • 論文誌
      LLM / NLP

      Continual Pre-training on Character-Level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners

      [paper]

      Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

      Transactions of the Association for Computational Linguistics (TACL), 2025

    • 国際会議
      LLM / NLP

      LegalViz: Legal Text Visualization by Text To Diagram Generation

      [paper]

      Eri Onami, Taiki Miyanishi, Koki Maeda, Shuhei Kurita

      Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2025), April-May 2025