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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
Neha Kumar
    LM&MAAI4MH
ArXiv (abs)PDFHTML

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

13 / 13 papers shown
PolicyPad: Collaborative Prototyping of LLM Policies
PolicyPad: Collaborative Prototyping of LLM Policies
K. J. Kevin Feng
Tzu-Sheng Kuo
Quan Ze
Chen
Inyoung Cheong
Kenneth Holstein
Amy X. Zhang
136
0
0
24 Sep 2025
Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers
Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers
Jiayue Melissa Shi
Dong Whi Yoo
Keran Wang
Violeta J. Rodriguez
Ravi Karkar
Koustuv Saha
142
4
0
18 Jun 2025
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing
Yinghui Huang
Yuxuan Jiang
Hui Liu
Yixin Cai
Weiqing Li
Xiangen Hu
AI4MH
485
0
0
23 May 2025
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups
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
438
1
0
08 Apr 2025
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models
Gaurav Verma
Jiawei Zhou
Mohit Chandra
Srijan Kumar
M. D. Choudhury
372
3
0
03 Apr 2025
Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care
Position: Beyond Assistance - Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care
Abeer Badawi
Md Tahmid Rahman Laskar
J. Huang
Shaina Raza
Elham Dolatabadi
AI4MH
242
0
0
21 Feb 2025
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication UseNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mohit Chandra
Siddharth Sriraman
Gaurav Verma
Harneet Singh Khanuja
Jose Suarez Campayo
Zihang Li
Michael L. Birnbaum
M. D. Choudhury
AI4MH
350
13
0
08 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in MedicineInformation Fusion (Inf. Fusion), 2024
Hanguang Xiao
Feizhong Zhou
Xianglong Liu
Tianqi Liu
Zhipeng Li
Xin Liu
Xiaoxuan Huang
AILawLM&MALRM
453
82
0
31 Dec 2024
A Risk Taxonomy and Reflection Tool for Large Language Model Adoption in Public Health
A Risk Taxonomy and Reflection Tool for Large Language Model Adoption in Public HealthProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2024
Jiawei Zhou
Amy Z. Chen
Darshi Shah
Laura Schwab Reese
Munmun De Choudhury
400
2
0
04 Nov 2024
Do Large Language Models Align with Core Mental Health Counseling Competencies?
Do Large Language Models Align with Core Mental Health Counseling Competencies?North American Chapter of the Association for Computational Linguistics (NAACL), 2024
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
ELMLM&MAAI4MH
376
10
0
29 Oct 2024
Can AI Relate: Testing Large Language Model Response for Mental Health
  Support
Can AI Relate: Testing Large Language Model Response for Mental Health Support
Saadia Gabriel
Isha Puri
Xuhai Xu
Matteo Malgaroli
Elisa Kreiss
LM&MAAI4MH
298
29
0
20 May 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health SupportProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2024
Inhwa Song
Sachin R. Pendse
Neha Kumar
Munmun De Choudhury
AI4MH
331
33
0
25 Jan 2024
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback
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
316
37
0
15 May 2023
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