Research

Publications

Category

Research Area

Year

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

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

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

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

    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)

  • Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar

    Andrew Gambardella, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

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

  • In-Context Meta Learning Induces Multi-Phase Circuit Emergence

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

    International Conference on Machine Learning (ICML)

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

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

    International Conference on Machine Learning (ICML)

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

    Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

    Transactions of the Association for Computational Linguistics (TACL)

  • Language Models can Categorize System Inputs for Performance Analysis

    Dominic Sobhani, Ruiqi Zhong, Edison Marrese-Taylor, Keisuke Sakaguchi, Yutaka Matsuo

    Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)

  • Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words

    Gouki Minegishi, Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo

    International Conference on Learning Representations (ICLR 2025)

  • Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge

    Meiyun Wang, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

    The 2025 Annual Conference of the Nations of the Americas Chapter of the ACL (NAACL 2025)

  • Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web

    Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur.

    Transactions on Machine Learning Research (TMLR).