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20232026
most citedCan Large Language Models be Used to Provide Psychological Counselling? An Analysis of GPT-4-Generated Responses Using Role-play Dialogues

4 citations · 8 across the 11 of their papers we have counts for

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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…

cs.CL20251 cited

EmoStage: A Framework for Accurate Empathetic Response Generation via Perspective-Taking and Phase Recognition

Zhiyang Qi, Keiko Takamizo, Mariko Ukiyo +1

The rising demand for mental health care has fueled interest in AI-driven counseling systems. While large language models (LLMs) offer significant potential, current approaches fac…

cs.CL2025

KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors

Zhiyang Qi, Takumasa Kaneko, Keiko Takamizo +2

Generating psychological counseling responses with language models relies heavily on high-quality datasets. Crowdsourced data collection methods require strict worker training, and…

cs.CL2024

Enhancing Dialogue Generation in Werewolf Game Through Situation Analysis and Persuasion Strategies

Zhiyang Qi, Michimasa Inaba

Recent advancements in natural language processing, particularly with large language models (LLMs) like GPT-4, have significantly enhanced dialogue systems, enabling them to genera…