Analyzing Dialogue System Behavior in a Specific Situation Requiring Interpersonal Consideration

Tetsuro Takahashi, Hirofumi Kikuchi, Jie Yang, Hiroyuki Nishikawa, Masato Komuro, Ryosaku Makino, Shiki Sato, Yuta Sasaki, Shinji Iwata, Asahi Hentona, Takato Yamazaki, Shoji Moriya, Masaya Ohagi, Zhiyang Qi, Takashi Kodama, Akinobu Lee, Takashi Minato, Kurima Sakai, Tomo Funayama, Kotaro Funakoshi, Mayumi Usami, Michimasa Inaba, Ryuichiro Higashinaka


Abstract
In human-human conversation, interpersonal consideration for the interlocutor is essential, and similar expectations are increasingly placed on dialogue systems. This study examines the behavior of dialogue systems in a specific interpersonal scenario where a user vents frustrations and seeks emotional support from a long-time friend represented by a dialogue system. We conducted a human evaluation and qualitative analysis of 15 dialogue systems under this setting. These systems implemented diverse strategies, such as structuring dialogue into distinct phases, modeling interpersonal relationships, and incorporating cognitive behavioral therapy techniques. Our analysis reveals that these approaches contributed to improved perceived empathy, coherence, and appropriateness, highlighting the importance of design choices in socially sensitive dialogue.
Anthology ID:
2025.sigdial-1.12
Volume:
Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Month:
August
Year:
2025
Address:
Avignon, France
Editors:
Frédéric Béchet, Fabrice Lefèvre, Nicholas Asher, Seokhwan Kim, Teva Merlin
Venue:
SIGDIAL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
166–171
Language:
URL:
https://aclanthology.org/2025.sigdial-1.12/
DOI:
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Cite (ACL):
Tetsuro Takahashi, Hirofumi Kikuchi, Jie Yang, Hiroyuki Nishikawa, Masato Komuro, Ryosaku Makino, Shiki Sato, Yuta Sasaki, Shinji Iwata, Asahi Hentona, Takato Yamazaki, Shoji Moriya, Masaya Ohagi, Zhiyang Qi, Takashi Kodama, Akinobu Lee, Takashi Minato, Kurima Sakai, Tomo Funayama, Kotaro Funakoshi, Mayumi Usami, Michimasa Inaba, and Ryuichiro Higashinaka. 2025. Analyzing Dialogue System Behavior in a Specific Situation Requiring Interpersonal Consideration. In Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 166–171, Avignon, France. Association for Computational Linguistics.
Cite (Informal):
Analyzing Dialogue System Behavior in a Specific Situation Requiring Interpersonal Consideration (Takahashi et al., SIGDIAL 2025)
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PDF:
https://aclanthology.org/2025.sigdial-1.12.pdf