Conversation quality
The Slow Drift of Support: Boundary Failures in Multi-Turn Mental Health LLM Dialogues
arXiv
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Research catalog
Publications on conversations with AI
Studies, reviews, datasets, and expert contributions on mental health, conversation quality, relationships, technology, law, and evaluation.
- Publications
- 253
- Open access
- 214
- With DOI
- 252
- Period
- 2017–2026
The catalog is built from bibliographic metadata provided by OpenAlex , then filtered by topic and deduplicated. Inclusion is not an automatic quality judgment; study design, source, and transferability remain decisive. Each publication has its own record, while automated working drafts and editorially reviewed analyses are clearly distinguished.
Data updated Jul 26, 2026253 publicationsBibliographic metadata from OpenAlex · no automatic quality approval
Therapy & mental health
Mind Companion: An Embodied Conversational Agent for Process-Based Psychotherapy
IEEE ICHI 2026 / arXiv
Therapy & mental health
Cultural Relevance and Acceptability of Cognitive Behavioral Therapy Techniques Adapted by AI or a Human Psychologist: Experimental Study
JMIR Formative Research
Therapy & mental health
The effectiveness of CBT-based NLP-enabled AI conversational agents for mental health intervention: a systematic review and meta-analysis
npj Digital Medicine
Conversation quality
Therapeutic Interaction Features of AI Chatbots in Depression Interventions: Systematic Review and Meta-Analysis
Journal of Medical Internet Research
Therapy & mental health
ChatGPT for Mental Health Support: A Systematic Scoping Review of Human-Computer Interaction Implications
Health Education & Behavior
Models & technology
Mental health chatbots and their technical features: A systematic review of reviews and a thematic analysis
Global Mental Health
Therapy & mental health
Efficacy and risks of artificial intelligence chatbots for anxiety and depression: a narrative review of recent clinical studies
Current Opinion in Psychiatry
Relationship & impact
AI companions and subjective well-being: Moderation by social connectedness and loneliness
Technology in Society
Therapy & mental health
AI Chatbot Use and Disclosure for Mental Health Among US Adolescents and Young Adults
JAMA Pediatrics
Relationship & impact
The Effect of AI Companions' Expressed Positive Affect on Consumer Engagement Intentions: The Moderating Role of Consumer Loneliness
Journal of Consumer Behaviour
Therapy & mental health
Psychotherapists’ Trust, Distrust, and Generative AI Practices in Psychotherapy: Qualitative Study
Journal of Medical Internet Research
Relationship & impact
Understanding the Longitudinal Associations Between Attachment Style and AI Companion Use in Romantic Human-AI Relationships: A Three-Wave Panel Study
International Journal of Human-Computer Interaction
Therapy & mental health
Affective and Goal-Oriented Factors of Relationship Formation in the Digital Therapeutic Alliance: A Longitudinal Study of Mental Health Chatbots
Publikationsort nicht ausgewiesen
Therapy & mental health
Commercial AI-Based Mental Health Chatbots as Low-Intensity Adjuncts to Psychotherapy: Effectiveness, Adherence, and Safety – A Systematic Review and Meta-Analysis
Psychotherapy and Psychosomatics
Law & ethics
How LLM Counselors Violate Ethical Standards in Mental Health Practice: A Practitioner-Informed Framework
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society
Therapy & mental health
The Effectiveness of AI Chatbots in Alleviating Mental Distress and Promoting Health Behaviors Among Adolescents and Young Adults: Systematic Review and Meta-Analysis
Journal of Medical Internet Research
Therapy & mental health
Artificial Intelligence-Powered Cognitive Behavioral Therapy Chatbots, a Systematic Review
Iranian Journal of Psychiatry
Therapy & mental health
Effectiveness of artificial intelligence chatbots on mental health & well-being in college students: a rapid systematic review
Frontiers in Psychiatry
Therapy & mental health
The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality
World Psychiatry
Therapy & mental health
Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review
JMIR Mental Health
Therapy & mental health
Therapeutic Potential of Social Chatbots in Alleviating Loneliness and Social Anxiety: Quasi-Experimental Mixed Methods Study
Journal of Medical Internet Research
Conversation quality
Large Language Models for Chatbot Health Advice Studies
JAMA Network Open
Therapy & mental health
Artificial intelligence in mental health care: a systematic review of diagnosis, monitoring, and intervention applications
Psychological Medicine
Relationship & impact
AI Companions Reduce Loneliness
Journal of Consumer Research
Therapy & mental health
A scoping review of large language models for generative tasks in mental health care
npj Digital Medicine
Therapy & mental health
Charting the evolution of artificial intelligence mental health chatbots from rule‐based systems to large language models: a systematic review
World Psychiatry
Therapy & mental health
Performance of mental health chatbot agents in detecting and managing suicidal ideation
Scientific Reports
Therapy & mental health
Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers.
Publikationsort nicht ausgewiesen
Relationship & impact
Using attachment theory to conceptualize and measure the experiences in human-AI relationships
Current Psychology