Kyoto University · Graduate School of Informatics · 准教授

Research keywords機械翻訳・自然言語処理・視覚と言語情報の統合処理・音声言語処理

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• Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier2026 · In Proceedings of the 2026 International Conference on Language Resources and Evaluation (LREC 2026),
• Understanding the Prompt Sensitivity2026 · In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026),
• MPTc-Bench: Measuring Cross-market Generative Ability of Vision-Language Models via Movie Poster Transcreation2026 · In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026): Findings Volume,
• Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception2026 · In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026),

• Cross-Lingual Learning for Text Processing and Multimodal Machine Translation
• 視覚に基づく言い換えのセマンティック類型
• オーストラリアの世論形成の歴史的解明：自然言語処理による公開集会データの分析
• 大規模言語モデルを用いた機械翻訳の後編集の研究

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