Benefits and Harms of Large Language Models in Digital Mental Health

Benefits and Harms of Large Language Models in Digital Mental Health

7 November 2023

Munmun De Choudhury

Sachin R. Pendse

Papers citing "Benefits and Harms of Large Language Models in Digital Mental Health"

11 / 11 papers shown

Title
AI Chatbots for Mental Health: Values and Harms from Lived Experiences of Depression Dong Whi Yoo Jiayue Melissa Shi Violeta J. Rodriguez Koustuv Saha AI4MH 54 0 0 26 Apr 2025
Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers Jared Moore Declan Grabb William Agnew Kevin Klyman Stevie Chancellor Desmond C. Ong Nick Haber AI4MH 44 0 0 25 Apr 2025
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups Rijul Magu Arka Dutta Sean Kim Ashiqur R. KhudaBukhsh Munmun De Choudhury 24 0 0 08 Apr 2025
When LLM Therapists Become Salespeople: Evaluating Large Language Models for Ethical Motivational Interviewing Haein Kong Seonghyeon Moon ELM 51 0 0 30 Mar 2025
Do Large Language Models Align with Core Mental Health Counseling Competencies? Viet Cuong Nguyen Mohammad Taher Dongwan Hong Vinicius Konkolics Possobom Vibha Thirunellayi Gopalakrishnan ... Zihang Li H. J. Soled Michael L. Birnbaum Srijan Kumar M. D. Choudhury ELM LM&MA AI4MH 39 3 0 29 Oct 2024
Can AI Relate: Testing Large Language Model Response for Mental Health Support Saadia Gabriel Isha Puri Xuhai Xu Matteo Malgaroli Marzyeh Ghassemi LM&MA AI4MH 27 11 0 20 May 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support Inhwa Song Sachin R. Pendse Neha Kumar Munmun De Choudhury AI4MH 39 16 0 25 Jan 2024
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries Yiqiao Jin Mohit Chandra Gaurav Verma Yibo Hu Munmun De Choudhury Srijan Kumar LM&MA ELM 89 66 0 19 Oct 2023
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback Shang-ling Hsu Raj Sanjay Shah Prathik Senthil Zahra Ashktorab Casey Dugan Werner Geyer Diyi Yang 44 20 0 15 May 2023
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction Ashish Sharma Kevin Rushton Inna Wanyin Lin David Wadden Khendra G. Lucas Adam S. Miner Theresa Nguyen Tim Althoff 73 71 0 04 May 2023
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,595 0 18 Sep 2019