Press release (Japanese)
Press release (Japanese)
Kai Nakaishi, Yoshihiko Nishikawa, Koji Hukushima, Emergence of temperature-induced phase transition in learning of large language models, Physical Society of Japan 2025 spring meeting, March 2025.
Kai Nakaishi, Ryo Yoshida, Kohei Kajikawa, Koji Hukushima, and Yohei Oseki, 自然言語における冪則と統語構造の関係の再考, The 31st Annual Meeting of the Association for Natural Language Processing, March 2025.
Kai Nakaishi, Critical phase transition in a large language model, DAIKIN International Symposium on Physics of Intelligence, November 2024.
Kai Nakaishi, Yoshihiko Nishikawa, and Koji Hukushima, 大規模言語モデルにおける相転移と自然言語の関係, 第19回 YANS シンポジウム, September 2024.
Kai Nakaishi, Ryo Yoshida, Kohei Kajikawa, Koji Hukushima, and Yohei Oseki, 自然言語の統語構造における相互情報量の解析と数理モデル化, 2023年度 MIMS 現象数理学研究拠点 共同研究集会「社会物理学とその周辺」, December 2023.
Kai Nakaishi and Koji Hukushima, The effect of introducing context sensitivity on Probabilistic Context-free Grammars, Physical Society of Japan 2023 autumn meeting, September 2023.
Kai Nakaishi and Koji Hukushima, Absence of phase transition in Random Language Model, 28th International Conference on Statistical Physics, August 2023.
Kai Nakaishi, Absence of phase transition in the RLM and its context-sensitive extension, Complexity in Language Variation and Change 2023, August 2023.
Kai Nakaishi, Ryo Yoshida, Koji Hukushima, and Yohei Oseki, Mutual information in natural language and probabilistic context-sensitive grammar, Physical Society of Japan 2023 spring meeting, March 2023.
Taiga Someya, Ryo Yoshida, Kai Nakaishi, and Yohei Oseki, Chomsky hierarchy and neural language models, The 29th Annual Meeting of the Association for Natural Language Processing, March 2023.
Kai Nakaishi and Koji Hukushima, Statistical analysis of random language model with context-sensitivity, Physical Society of Japan 2022 autumn meeting, September 2022.
Kai Nakaishi and Koji Hukushima, Absence of phase transition in Random Language Model, Joint Conference on Language Evolution, September 2022.
Taiga Someya, Ryo Yoshida, Kai Nakaishi, Yunosuke Hamanishi, and Yohei Oseki, Chomsky hierarchy and neural language models, The 17th Symposium of Young Researcher Association for NLP Studies, August 2022.
Kai Nakaishi and Koji Hukushima, Absence of phase transition in Random Language Model, Physical Society of Japan 2022 spring meeting, March 2022.
Kai Nakaishi and Koji Hukushima, Analysis of sentence generation dynamics of context-sensitive grammars from a viewpoint of asynchronous cellular automata, Physical Society of Japan 2021 autumn meeting, September 2021.
Kai Nakaishi and Koji Hukushima, Typical evaluation of probabilistic context-sensitive grammar through statistical mechanical approach, Physical Society of Japan 2021 spring meeting, March 2021.
Kai Nakaishi and Koji Hukushima, Phase transition in Random Language Model, Physical Society of Japan 2020 autumn meeting, September 2020.
Kai Nakaishi and Koji Hukushima, Statistical mechanics of Random Language Model, Physical Society of Japan 2020 spring meeting, March 2020.
April 2023 - March 2025, Grant-in-Aid for JSPS Fellows, Grants-in-Aid for Scientific Research, Japan Society for the Promotion of Science.
April 2020 - March 2025, World-leading Innovative Graduate Study Program for Advanced Basic Science Course, the University of Tokyo.
第19回 YANS シンポジウム,奨励賞, Sepember 2024.
Student Presentation Award of the Physical Society of Japan Division 11, the Physical Society of Japan, March 2023.
Best Presentation Award, Statistical Mechanics Division 2, Condensed Matter Physics Summer School, August 2022.
Outstanding Graduate Student Award, Department of Multidisciplinary Sciences, Graduate School of Arts and Sciences, The University of Tokyo, March 2022.