CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts

11 July 2022

Chandni Saxena

Papers citing "CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts"

24 / 24 papers shown

Title
MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models Suraj Racha Prashant Joshi Anshika Raman Nikita Jangid Mridul Sharma Ganesh Ramakrishnan Nirmal Punjabi AI4MH 88 0 0 24 Feb 2025
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations Shenghan Wu Yang Deng Yimo Zhu W. Hsu M. Lee 53 2 0 17 Feb 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 49 3 0 08 Jan 2025
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers Lam Nguyen Tung Steven Cho Xiaoning Du Neelofar Neelofar Valerio Terragni Stefano Ruberto Aldeida Aleti 71 2 0 30 Oct 2024
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 81 0 0 09 Oct 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis Amey Hengle Atharva Kulkarni Shantanu Patankar Madhumitha Chandrasekaran Sneha D'Silva Jemima Jacob Rashmi Gupta AI4MH 23 1 0 04 Oct 2024
Deep Knowledge-Infusion For Explainable Depression Detection Sumit Dalal Sarika Jain M. Dave 19 2 0 01 Sep 2024
Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care Hassan Alhuzali Ashwag Alasmari AI4MH 26 2 0 23 Jun 2024
MentalQA: An Annotated Arabic Corpus for Questions and Answers of Mental Healthcare Hassan Alhuzali Ashwag Alasmari Hamad Alsaleh AI4MH 17 4 0 21 May 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 19 11 0 19 Feb 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 35 0 01 Jan 2024
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 77 27 0 28 Nov 2023
A Cross Attention Approach to Diagnostic Explainability using Clinical Practice Guidelines for Depression Sumit Dalal Deepa Tilwani Kaushik Roy Manas Gaur Sarika Jain V. Shalin Amit P. Sheth 19 6 0 23 Nov 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 16 47 0 24 Sep 2023
WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis Muskan Garg AI4MH 24 9 0 25 Aug 2023
LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts Muskan Garg Manas Gaur Raxit Goswami Sung-Hee Sohn AI4MH 9 3 0 08 Jun 2023
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts Muskan Garg Chandni Saxena Debabrata Samanta Bonnie J. Dorr 8 2 0 30 May 2023
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Erik Cambria Jörg Tiedemann AI4MH ALM 11 28 0 20 Apr 2023
Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts Muskan Garg AI4MH 14 2 0 08 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 19 59 0 06 Apr 2023
NLP as a Lens for Causal Analysis and Perception Mining to Infer Mental Health on Social Media Muskan Garg Chandni Saxena Usman Naseem Bonnie J. Dorr 27 1 0 26 Jan 2023
Predicting mental health using social media: A roadmap for future development R. Safa S. A. Edalatpanah Ali Sorourkhah AI4MH 11 7 0 25 Jan 2023
Causal Categorization of Mental Health Posts using Transformers Simranjeet Kaur Ritika Bhardwaj Aastha Jain Muskan Garg Chandni Saxena AI4MH 8 1 0 06 Jan 2023
Explainable Causal Analysis of Mental Health on Social Media Data Chandni Saxena Muskan Garg G. Saxena CML 16 8 0 16 Oct 2022