KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors
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Abstract (arXiv)
Generating psychological counseling responses with language models relies heavily on high-quality datasets. Crowdsourced data collection methods require strict worker training, and data from real-world counseling environments may raise privacy and ethical concerns. While recent studies have explored using large language models (LLMs) to augment psychological counseling dialogue datasets, the resulting data often suffers from limited diversity and authenticity. To address these limitations, this study adopts a role-playing approach where trained counselors simulate counselor-client interactions, ensuring high-quality dialogues while mitigating privacy risks. Using this method, we construct KokoroChat, a Japanese psychological counseling dialogue dataset comprising 6,589 long-form dialogues, each accompanied by comprehensive client feedback. Experimental results demonstrate that fine-tuning open-source LLMs with KokoroChat improves both the quality of generated counseling responses and the automatic evaluation of counseling dialogues. The KokoroChat dataset is available at https://github.com/UEC-InabaLab/KokoroChat.
Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). Builds on 15 of its 34 references that are in the map. First posted on arXiv 2 Jun 2025.
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15 of 34 references.
References · 15
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3 more
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Citing papers per year: 2025: 2; 2026: 11.
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- 2025TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counselingcited by 7
- 2026Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMscited by 5
- 2025From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbiditycited by 1
- 2026EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labelscited by 0
- 2026Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Datasetcited by 0
- 2026Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layerscited by 0
- 2026EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimationcited by 0
- 2026EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generationcited by 0
- 2026Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counselingcited by 0
- 2026From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese Xcited by 0
- 2026LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialoguescited by 0
- 2026From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Healthcited by 0
- 2026From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health21 Sep 2026
- 2026LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues3 Sep 2026
- 2026From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese X2 Sep 2026
- 2026Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling27 Aug 2026
- 2026BiGraph-Diffuse: A Bidirectional Diffusion Language Model with Graph-Structured Retrieval For Mental Health Counseling25 Aug 2026
- 2026EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generation26 Jul 2026
- 2026EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimation21 May 2026
- 2026Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layers22 Apr 2026
- 2026Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Dataset24 Mar 2026
- 2026Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs14 Mar 2026
- 2026EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels15 Jan 2026
- 2025TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling29 Oct 2025
- 2026Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMscited by 5
- 2025From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbiditycited by 1
- 2026EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labelscited by 0
- 2026Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Datasetcited by 0
- 2026Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layerscited by 0
- 2026EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimationcited by 0
- 2026EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generationcited by 0
- 2026Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counselingcited by 0
- 2026From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese Xcited by 0
- 2026LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialoguescited by 0
- 2026From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Healthcited by 0
- 2026From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health21 Sep 2026
- 2026LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues3 Sep 2026
- 2026From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese X2 Sep 2026
- 2026Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling27 Aug 2026
- 2026EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generation26 Jul 2026
- 2026EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimation21 May 2026
- 2026Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layers22 Apr 2026
- 2026Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Dataset24 Mar 2026
- 2026Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs14 Mar 2026
- 2026EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels15 Jan 2026
- 2025From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity29 Oct 2025