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2011.05233
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On the State of Social Media Data for Mental Health Research
10 November 2020
Keith Harrigian
Carlos Alejandro Aguirre
Mark Dredze
AI4MH
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Papers citing
"On the State of Social Media Data for Mental Health Research"
24 / 24 papers shown
CNSocialDepress: A Chinese Social Media Dataset for Depression Risk Detection and Structured Analysis
Jinyuan Xu
Tian Lan
Xintao Yu
Xue He
Hezhi Zhang
Y. X. R. Wang
Pierre Magistry
Mathieu Valette
Lei Li
168
0
0
27 Mar 2026
Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation
Ananth Kandala
Ratna Kandala
Akshata Kishore Moharir
Niva Manchanda
Sunaina Singh
132
1
0
06 Oct 2025
DiaCBT: A Long-Periodic Dialogue Corpus Guided by Cognitive Conceptualization Diagram for CBT-based Psychological Counseling
Yougen Zhou
Ningning Zhou
Qin Chen
Jie Zhou
Aimin Zhou
Liang He
139
1
0
03 Sep 2025
P-ReMIS: Pragmatic Reasoning in Mental Health and a Social Implication
USENIX Security Symposium (USENIX Security), 2025
Sneha Oram
Pushpak Bhattacharyya
AI4MH
LRM
383
0
0
31 Jul 2025
A Survey on Multilingual Mental Disorders Detection from Social Media Data
Ana-Maria Bucur
Marcos Zampieri
Tharindu Ranasinghe
Fabio Crestani
253
4
0
21 May 2025
Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents
Zhuohan Ge
Nicole Hu
Darian Li
Yubo Wang
Shihao Qi
...
Shihao Qi
Yuming Xu
Han Shi
Chen Jason Zhang
Qing Li
AI4MH
749
8
0
03 Apr 2025
Datasets for Depression Modeling in Social Media: An Overview
Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2025
Ana-Maria Bucur
Andreea-Codrina Moldovan
Krutika Parvatikar
Marcos Zampieri
Ashiqur R. KhudaBukhsh
Liviu P. Dinu
270
5
0
27 Mar 2025
Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia
Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2024
Ankit Aich
Avery Quynh
Pamela Osseyi
Amy Pinkham
Philip Harvey
Brenda L. Curtis
Colin A. Depp
Natalie Parde
AI4MH
162
9
0
18 Jun 2024
Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter
Nuredin Ali
Charles Zhang
Ned Mayo
Stevie Chancellor
214
17
0
01 Apr 2024
Rethinking Large Language Models in Mental Health Applications
Shaoxiong Ji
Tianlin Zhang
Kailai Yang
Sophia Ananiadou
Xiaoshi Zhong
LM&MA
AI4MH
405
29
0
19 Nov 2023
WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis
Knowledge-Based Systems (KBS), 2023
Muskan Garg
AI4MH
266
19
0
25 Aug 2023
Understanding Client Reactions in Online Mental Health Counseling
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Anqi Li
Lizhi Ma
Yaling Mei
Hongliang He
Shuai Zhang
Huachuan Qiu
Zhenzhong Lan
OffRL
153
16
0
27 Jun 2023
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Hoyun Song
Jisu Shin
Huije Lee
Jong C. Park
198
9
0
05 Jun 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
381
5
0
26 Jan 2023
Causal Categorization of Mental Health Posts using Transformers
Fire (FIRE), 2022
Simranjeet Kaur
Ritika Bhardwaj
Aastha Jain
Muskan Garg
Chandni Saxena
AI4MH
298
2
0
06 Jan 2023
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022
S. Zanwar
Daniel Wiechmann
Yu Qiao
E. Kerz
AI4MH
256
5
0
19 Dec 2022
GDPR Compliant Collection of Therapist-Patient-Dialogues
Tobias Mayer
Neha Warikoo
O. Grimm
A. Reif
Iryna Gurevych
98
2
0
22 Nov 2022
Affective Idiosyncratic Responses to Music
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sky CH-Wang
Evan Li
Aochong Li
Smaranda Muresan
Zhou Yu
311
2
0
17 Oct 2022
Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China
Frontiers in Digital Health (FDH), 2022
Sahand Sabour
W. Zhang
Xiyao Xiao
Yuwei Zhang
Yinhe Zheng
Jiaxin Wen
Jialu Zhao
Shiyu Huang
AI4MH
225
92
0
21 Sep 2022
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses
Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2022
Keith Harrigian
Mark Dredze
312
4
0
22 Jun 2022
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Thong Nguyen
Andrew Yates
Ayah Zirikly
Bart Desmet
Arman Cohan
AI4MH
204
65
0
21 Apr 2022
Quantifying the Suicidal Tendency on Social Media: A Survey
Muskan Garg
259
4
0
04 Oct 2021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
Findings (Findings), 2021
Hao Sun
Zhenru Lin
Chujie Zheng
Siyang Liu
Shiyu Huang
RALM
235
120
0
03 Jun 2021
Gender and Racial Fairness in Depression Research using Social Media
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Carlos Alejandro Aguirre
Keith Harrigian
Mark Dredze
276
42
0
18 Mar 2021
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