Enhancing Role-Playing Capabilities in Persona Dialogue Systems through Corpus Construction and Evaluation Methods

Ryuichi Uehara


Abstract
My research interest involves persona dialogue systems, which use the profile information of a character or real person, called a persona, and responds accordingly. Persona dialogue systems can improve the consistency of the system’s responses, users’ trust, and user enjoyment. My current research focuses on persona dialogue systems, especially dialogue agents that role-play as fictional characters. The first task involves obtaining the dialogue and personas of novel characters and building a dialogue corpus. The second task involves evaluating whether the dialogue agent’s responses are character-like relative to the context. The goal of these studies is to allow dialogue agents to generate responses that are more character-like.
Anthology ID:
2024.yrrsds-1.27
Volume:
Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems
Month:
September
Year:
2024
Address:
Kyoto, Japan
Editors:
Koji Inoue, Yahui Fu, Agnes Axelsson, Atsumoto Ohashi, Brielen Madureira, Yuki Zenimoto, Biswesh Mohapatra, Armand Stricker, Sopan Khosla
Venues:
YRRSDS | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
73–75
Language:
URL:
https://aclanthology.org/2024.yrrsds-1.27
DOI:
Bibkey:
Cite (ACL):
Ryuichi Uehara. 2024. Enhancing Role-Playing Capabilities in Persona Dialogue Systems through Corpus Construction and Evaluation Methods. In Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems, pages 73–75, Kyoto, Japan. Association for Computational Linguistics.
Cite (Informal):
Enhancing Role-Playing Capabilities in Persona Dialogue Systems through Corpus Construction and Evaluation Methods (Uehara, YRRSDS-WS 2024)
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PDF:
https://aclanthology.org/2024.yrrsds-1.27.pdf