Evaluating an LLM-Powered Chatbot for Cognitive Restructuring: Insights from Mental Health Professionals
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yinzhou, Wang, Yimeng, Xiao, Ye, Escamilla, Liabette, Augustine, Bianca, Crace, Kelly, Zhou, Gang, Zhang, Yixuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring Customizable Interactive Tools for Therapeutic Homework Support in Mental Health Counseling
by: Wang, Yimeng, et al.
Published: (2026)
by: Wang, Yimeng, et al.
Published: (2026)
Understanding Attitudes and Trust of Generative AI Chatbots for Social Anxiety Support
by: Wang, Yimeng, et al.
Published: (2025)
by: Wang, Yimeng, et al.
Published: (2025)
Explore LLM-enabled Tools to Facilitate Imaginal Exposure Exercises for Social Anxiety
by: Wang, Yimeng, et al.
Published: (2026)
by: Wang, Yimeng, et al.
Published: (2026)
ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers
by: Ramjee, Pragnya, et al.
Published: (2024)
by: Ramjee, Pragnya, et al.
Published: (2024)
Will Your Next Pair Programming Partner Be Human? An Empirical Evaluation of Generative AI as a Collaborative Teammate in a Semester-Long Classroom Setting
by: Lyu, Wenhan, et al.
Published: (2025)
by: Lyu, Wenhan, et al.
Published: (2025)
Users' Mental Models of Generative AI Chatbot Ecosystems
by: Wang, Xingyi, et al.
Published: (2025)
by: Wang, Xingyi, et al.
Published: (2025)
Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support
by: Ma, Zilin, et al.
Published: (2024)
by: Ma, Zilin, et al.
Published: (2024)
Can LLM "Self-report"?: Evaluating the Validity of Self-report Scales in Measuring Personality Design in LLM-based Chatbots
by: Zou, Huiqi, et al.
Published: (2024)
by: Zou, Huiqi, et al.
Published: (2024)
Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study
by: Lyu, Wenhan, et al.
Published: (2024)
by: Lyu, Wenhan, et al.
Published: (2024)
Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring
by: Sharma, Ashish, et al.
Published: (2023)
by: Sharma, Ashish, et al.
Published: (2023)
Designing Scaffolded Interfaces for Enhanced Learning and Performance in Professional Software
by: Liu, Yimeng, et al.
Published: (2025)
by: Liu, Yimeng, et al.
Published: (2025)
Building Trust in Mental Health Chatbots: Safety Metrics and LLM-Based Evaluation Tools
by: Park, Jung In, et al.
Published: (2024)
by: Park, Jung In, et al.
Published: (2024)
A Framework for Evaluating Appropriateness, Trustworthiness, and Safety in Mental Wellness AI Chatbots
by: Chen, Lucia, et al.
Published: (2024)
by: Chen, Lucia, et al.
Published: (2024)
AI Chatbots as Professional Service Agents: Developing a Professional Identity
by: Li, Wenwen, et al.
Published: (2025)
by: Li, Wenwen, et al.
Published: (2025)
User Perceptions of an LLM-Based Chatbot for Cognitive Reappraisal of Stress: Feasibility Study
by: Bhattacharjee, Ananya, et al.
Published: (2026)
by: Bhattacharjee, Ananya, et al.
Published: (2026)
TaskLens: Generating Task-Conditioned Scaffolded Interfaces for Learning Professional Creative Software
by: Liu, Yimeng, et al.
Published: (2025)
by: Liu, Yimeng, et al.
Published: (2025)
VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights
by: Patel, Zeel B, et al.
Published: (2024)
by: Patel, Zeel B, et al.
Published: (2024)
WaLLM -- Insights from an LLM-Powered Chatbot deployment via WhatsApp
by: Eltigani, Hiba, et al.
Published: (2025)
by: Eltigani, Hiba, et al.
Published: (2025)
Talking to an AI Mirror: Designing Self-Clone Chatbots for Enhanced Engagement in Digital Mental Health Support
by: Shirvani, Mehrnoosh Sadat, et al.
Published: (2025)
by: Shirvani, Mehrnoosh Sadat, et al.
Published: (2025)
CrowdGenUI: Aligning LLM-Based UI Generation with Crowdsourced User Preferences
by: Liu, Yimeng, et al.
Published: (2024)
by: Liu, Yimeng, et al.
Published: (2024)
AlignUI: A Method for Designing LLM-Generated UIs Aligned with User Preferences
by: Liu, Yimeng, et al.
Published: (2026)
by: Liu, Yimeng, et al.
Published: (2026)
Designing an LLM-Based Behavioral Activation Chatbot for Young People with Depression: Insights from an Evaluation with Artificial Users and Clinical Experts
by: Kuhlmeier, Florian Onur, et al.
Published: (2025)
by: Kuhlmeier, Florian Onur, et al.
Published: (2025)
AI Chatbots for Mental Health: Values and Harms from Lived Experiences of Depression
by: Yoo, Dong Whi, et al.
Published: (2025)
by: Yoo, Dong Whi, et al.
Published: (2025)
Customizing Emotional Support: How Do Individuals Construct and Interact With LLM-Powered Chatbots
by: Zheng, Xi, et al.
Published: (2025)
by: Zheng, Xi, et al.
Published: (2025)
CGM-Led Multimodal Tracking with Chatbot Support: An Autoethnography in Sub-Health
by: Pan, Dongyijie Primo, et al.
Published: (2025)
by: Pan, Dongyijie Primo, et al.
Published: (2025)
AI Chatbots or Human Therapists? Belief-Based Predictors of Mental Health Help-Seeking Intentions in the Age of Generative AI
by: Park, Junsang, et al.
Published: (2025)
by: Park, Junsang, et al.
Published: (2025)
Learnings from a Large-Scale Deployment of an LLM-Powered Expert-in-the-Loop Healthcare Chatbot
by: Sachdeva, Bhuvan, et al.
Published: (2024)
by: Sachdeva, Bhuvan, et al.
Published: (2024)
Exploring Socio-Cultural Challenges and Opportunities in Designing Mental Health Chatbots for Adolescents in India
by: Sehgal, Neil K. R., et al.
Published: (2025)
by: Sehgal, Neil K. R., et al.
Published: (2025)
Engagement Phenotypes for a Sample of 102,684 AI Mental Health Chatbot Users and Dose-Response Associations with Clinical Outcomes
by: Wolfe, Emma C., et al.
Published: (2026)
by: Wolfe, Emma C., et al.
Published: (2026)
The Day My Chatbot Changed: Characterizing the Mental Health Impacts of Social AI App Updates via Negative User Reviews
by: Munira, Sirajam, et al.
Published: (2026)
by: Munira, Sirajam, et al.
Published: (2026)
Bridging the Cognitive Gap: Co-Designing and Evaluating a Voice-Enabled Community Chatbot for Older Adults
by: Chen, Feng, et al.
Published: (2026)
by: Chen, Feng, et al.
Published: (2026)
InsightLens: Augmenting LLM-Powered Data Analysis with Interactive Insight Management and Navigation
by: Weng, Luoxuan, et al.
Published: (2024)
by: Weng, Luoxuan, et al.
Published: (2024)
CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients
by: Ramjee, Pragnya, et al.
Published: (2024)
by: Ramjee, Pragnya, et al.
Published: (2024)
TR-LLM: Integrating Trajectory Data for Scene-Aware LLM-Based Human Action Prediction
by: Takeyama, Kojiro, et al.
Published: (2024)
by: Takeyama, Kojiro, et al.
Published: (2024)
Designing Mental-Health Chatbots for Indian Adolescents: Mixed-Methods Evidence, a Boundary-Object Lens, and a Design-Tensions Framework
by: Sehgal, Neil K. R., et al.
Published: (2025)
by: Sehgal, Neil K. R., et al.
Published: (2025)
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
by: Zhou, Jinfeng, et al.
Published: (2025)
by: Zhou, Jinfeng, et al.
Published: (2025)
A Checklist for Trustworthy, Safe, and User-Friendly Mental Health Chatbots
by: Haran, Shreya, et al.
Published: (2026)
by: Haran, Shreya, et al.
Published: (2026)
Challenges in Trustworthy Human Evaluation of Chatbots
by: Zhao, Wenting, et al.
Published: (2024)
by: Zhao, Wenting, et al.
Published: (2024)
MIND: Empowering Mental Health Clinicians with Multimodal Data Insights through a Narrative Dashboard
by: Zou, Ruishi, et al.
Published: (2026)
by: Zou, Ruishi, et al.
Published: (2026)
A Mixed-Methods Evaluation of LLM-Based Chatbots for Menopause
by: Deva, Roshini, et al.
Published: (2025)
by: Deva, Roshini, et al.
Published: (2025)
Similar Items
-
Exploring Customizable Interactive Tools for Therapeutic Homework Support in Mental Health Counseling
by: Wang, Yimeng, et al.
Published: (2026) -
Understanding Attitudes and Trust of Generative AI Chatbots for Social Anxiety Support
by: Wang, Yimeng, et al.
Published: (2025) -
Explore LLM-enabled Tools to Facilitate Imaginal Exposure Exercises for Social Anxiety
by: Wang, Yimeng, et al.
Published: (2026) -
ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers
by: Ramjee, Pragnya, et al.
Published: (2024) -
Will Your Next Pair Programming Partner Be Human? An Empirical Evaluation of Generative AI as a Collaborative Teammate in a Semester-Long Classroom Setting
by: Lyu, Wenhan, et al.
Published: (2025)