Kyoto University · Graduate School of Informatics · 其他

Research keywordsMorphological Analysis・Information Extraction・Large Language Models・Multilingual Representations・Numerical Reasoning・Temporal Reasoning

Research fields自然言語処理

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• Building Effective Japanese Medical LLMs with an Open Recipe for Domain Adaptation through Continued Pre-training2026 · Proceedings of 2026 International Conference on Language Resources and Evaluation (LREC 2026),
• Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs.2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026),
• Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026),
• Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026),

• 高等教育における教育・学習環境への生成AI統合のための包括的フレームワーク構築
• Temporal knowledge supervision for pre-training tranfer learning models
• Is "2019" Earlier than "2022"? Unsupervised Temporal Representation Learning via Contrastive Learning.
• Exploring Deep Neural Networks for Temporal Information Extraction

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