Towards Interpretable Mental Health Analysis with Large Language Models

6 April 2023

Papers citing "Towards Interpretable Mental Health Analysis with Large Language Models"

29 / 29 papers shown

Title
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 49 3 0 08 Jan 2025
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Cheng-rong Li May Fung Qingyun Wang Chi Han Manling Li Jindong Wang Heng Ji AI4MH 57 0 0 09 Oct 2024
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs Yi Jiang Qingyang Shen Shuzhong Lai Shunyu Qi Qian Zheng Lin Yao Yueming Wang Gang Pan 18 1 0 08 Oct 2024
Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines Yining Chen Jianqiang Li Changwei Song Qing Zhao Yongsheng Tong Guanghui Fu AI4MH 28 2 0 10 Sep 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 36 4 0 08 Jul 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 27 6 0 02 May 2024
Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums Isablle Lorge Dam W. Joyce Andrey Kormilitzin AI4MH 30 0 0 25 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 76 26 0 15 Apr 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 32 11 0 24 Mar 2024
The opportunities and risks of large language models in mental health Hannah R. Lawrence Renee A. Schneider Susan B. Rubin Maja J. Mataric Daniel McDuff Megan Jones Bell AI4MH 36 28 0 21 Mar 2024
Depression Detection on Social Media with Large Language Models Xiaochong Lan Yiming Cheng Li Sheng Chen Gao Yong Li AI4MH 23 10 0 16 Mar 2024
From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility Pravneet Kaur Gautam Siddharth Kashyap Ankit Kumar Md. Tabrez Nafis Sandeep Kumar Vikrant Shokeen LM&MA 38 54 0 25 Feb 2024
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns Zheyuan Zhang Zehong Wang Shifu Hou Evan Hall Landon Bachman Vincent Galassi Jasmine White Nitesh V. Chawla Chuxu Zhang Yanfang Ye 22 7 0 21 Feb 2024
Large Language Model for Mental Health: A Systematic Review Zhijun Guo A. Lai Johan H Thygesen Joseph Farrington Thomas Keen Kezhi Li LM&MA AI4MH 14 11 0 19 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models Wenchao Dong Assem Zhunis Hyojin Chin Jiyoung Han Meeyoung Cha 11 2 0 16 Feb 2024
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models Hamideh Ghanadian I. Nejadgholi Hussein Al Osman SyDa 19 18 0 25 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
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 24 130 0 12 Dec 2023
Rethinking Large Language Models in Mental Health Applications Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Erik Cambria LM&MA AI4MH 14 18 0 19 Nov 2023
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework Elham Nasarian R. Alizadehsani U. Acharya Kwok-Leung Tsui 15 39 0 18 Nov 2023
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 22 5 0 20 Oct 2023
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models Kailai Yang Tianlin Zhang Zi-Zhou Kuang Qianqian Xie Jimin Huang Sophia Ananiadou AI4MH 8 47 0 24 Sep 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 30 64 0 26 Jul 2023
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT Mostafa M. Amin Erik Cambria Björn W. Schuller AI4MH 52 70 0 03 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression Zhiling Zhang Siyuan Chen Mengyue Wu Ke Zhu 25 25 0 19 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
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
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 241 13,283 0 25 Aug 2014