Rethinking Large Language Models in Mental Health Applications

Rethinking Large Language Models in Mental Health Applications

19 November 2023

Sophia Ananiadou

Papers citing "Rethinking Large Language Models in Mental Health Applications"

11 / 11 papers shown

Title
Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation Tong Li Shu Yang Junchao Wu Jiyao Wei Lijie Hu Mengdi Li Derek F. Wong Joshua R. Oltmanns Di Wang ELM AI4MH LRM 83 0 0 25 Feb 2025
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy Mian Zhang Xianjun Yang Xinlu Zhang Travis Labrum Jamie C. Chiu S. Eack Fei Fang William Wang Zhiyu Zoey Chen ELM AI4MH LM&MA 41 2 0 28 Jan 2025
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks Annalisa Szymanski Noah Ziems Heather A. Eicher-Miller T. Li Meng-Long Jiang Ronald A Metoyer ALM ELM 36 19 0 26 Oct 2024
Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges Emilio Ferrara LM&MA 32 12 0 09 Jul 2024
Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments Sichang Tu Abigail Powers Natalie Merrill Negar Fani Sierra Carter S. Doogan Jinho D. Choi LM&MA 14 1 0 18 May 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation Dongjin Kang Sunghwan Kim Taeyoon Kwon Seungjun Moon Hyunsouk Cho Youngjae Yu Dongha Lee Jinyoung Yeo 25 14 0 20 Feb 2024
Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales Wenyu Li Yinuo Zhu Xin Lin Ming Li Ziyue Jiang Ziqian Zeng AI4MH FAtt 6 1 0 09 Feb 2024
Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study Ahmadul Karim Chowdhury Saidur Rahman Sujon Md. Shirajus Salekin Shafi Tasin Ahmmad Sifat Ahmed Khan Md. Hasib Faisal Muhammad Shah AI4MH 29 1 0 14 Jan 2024
Large Language Models in Mental Health Care: a Scoping Review Yining Hua Fenglin Liu Kailai Yang Zehan Li Y. Sheu Peilin Zhou Lauren V. Moran Sophia Ananiadou Andrew Beam AI4MH LM&MA 22 34 0 01 Jan 2024
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support Huachuan Qiu Hongliang He Shuai Zhang Anqi Li Zhenzhong Lan AI4MH 98 25 0 30 Apr 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022