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cs.CL2026
Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling
Michimasa Inaba
While AI-assisted text-based counseling is gaining attention, it remains empirically unclear which counselor behaviors are associated with higher dialogue quality. Existing researc…
cs.CL2026
Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Dataset
Ryoma Suzuki, Zhiyang Qi, Michimasa Inaba
To address the critical scarcity of high-quality, publicly available counseling dialogue datasets, we created Multilingual KokoroChat by translating KokoroChat, a large-scale manua…
cs.CL2026
Enhancing Consistency of Werewolf AI through Dialogue Summarization and Persona Information
Yoshiki Tanaka, Takumasa Kaneko, Hiroki Onozeki +6
The Werewolf Game is a communication game where players' reasoning and discussion skills are essential. In this study, we present a Werewolf AI agent developed for the AIWolfDial 2…