Itsuki Noda
2024
Verification of Reasoning Ability using BDI Logic and Large Language Model in AIWolf
Hiraku Gondo
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Hiroki Sakaji
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Itsuki Noda
Proceedings of the 2nd International AIWolfDial Workshop
We attempt to improve the reasoning capability of LLMs in werewolf game by combining BDI logic with LLMs. While LLMs such as ChatGPT has been developed and used for various tasks, there remain several weakness of the LLMs. Logical reasoning is one of such weakness. Therefore, we try to introduce BDI logic-based prompts to verify the logical reasoning ability of LLMs in dialogue of werewofl game. Experiments and evaluations were conducted using “AI-Werewolf,” a communication game for AI with incomplete information. From the results of the game played by five agents, we compare the logical reasoning ability of LLMs by using the win rate and the vote rate against werewolf.
1998
Reactive Content Selection in the Generation of Real-time Soccer Commentary
Kumiko Tanaka-Ishii
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Koiti Hasida
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Itsuki Noda
COLING 1998 Volume 2: The 17th International Conference on Computational Linguistics
Reactive Content Selection in the Generation of Real-time Soccer Commentary
Kumiko Tanaka-Ishii
|
Koiti Hasida
|
Itsuki Noda
36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 2
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