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Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction
International Conference on Artificial Neural Networks (ICANN), 2021
18 February 2021
Ayaan Haque
V. Reddi
Tyler Giallanza
NoLa
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Papers citing
"Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction"
38 / 38 papers shown
Detecting Suicidal Ideation in Text with Interpretable Deep Learning: A CNN-BiGRU with Attention Mechanism
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55
1
0
10 Nov 2025
multiMentalRoBERTa: A Fine-tuned Multiclass Classifier for Mental Health Disorder
K M Sajjadul Islam
John Fields
Praveen Madiraju
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273
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0
01 Nov 2025
Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review
Shihao Yang
Xiying Huang
Danilo Bernardo
J. Ding
Andrew Michael
Jingmei Yang
Patrick Kwan
Ashish Raj
Feng Liu
AI4CE
228
2
0
18 Oct 2025
Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale
Avinash Patil
Siru Tao
Amardeep Gedhu
AI4MH
LRM
ELM
289
1
0
11 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
757
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
273
5
0
27 Mar 2025
Cognitive-Mental-LLM: Evaluating Reasoning in Large Language Models for Mental Health Prediction via Online Text
Avinash Patil
Amardeep Gedhu
AI4MH
LRM
455
6
0
13 Mar 2025
Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation
Tong Li
Shu Yang
Junchao Wu
Jiyao Wei
Lijie Hu
Mengdi Li
Yang Li
Joshua R. Oltmanns
Di Wang
ELM
AI4MH
LRM
605
10
0
25 Feb 2025
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context
Noureldin Zahran
Aya E. Fouda
Radwa J. Hanafy
Mohammed E. Fouda
AI4MH
238
6
0
12 Jan 2025
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2024
Alessandro De Grandi
Federico Ravenda
Andrea Raballo
Fabio Crestani
AI4MH
293
2
0
31 Dec 2024
Large Language Model Benchmarks in Medical Tasks
Lawrence K. Q. Yan
Ming Li
Yujiao Shi
Cheng Fei
Cheng Fei
...
Junyu Liu
Xinyuan Song
Riyang Bao
Zekun Jiang
Ziyuan Qin
LM&MA
AI4MH
833
26
0
28 Oct 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Amey Hengle
Atharva Kulkarni
Shantanu Patankar
Madhumitha Chandrasekaran
Sneha D'Silva
Jemima Jacob
Rashmi Gupta
AI4MH
294
13
0
04 Oct 2024
A Comprehensive Evaluation of Large Language Models on Mental Illnesses
Abdelrahman Hanafi
Mohammed Saad
Noureldin Zahran
Radwa J. Hanafy
Mohammed E. Fouda
AI4MH
ELM
LM&MA
382
10
0
24 Sep 2024
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
R. Cabral
Siwen Luo
Josiah Poon
S. Han
282
4
0
12 Jul 2024
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
Seyedali Mohammadi
Edward Raff
Jinendra Malekar
Vedant Palit
Francis Ferraro
Manas Gaur
AI4MH
413
7
0
17 Jun 2024
Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook
Yusif Ibrahimov
Tarique Anwar
Tommy Yuan
266
18
0
10 Jun 2024
Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings
Aashish Arora
Elsbeth Turcan
250
1
0
07 Jun 2024
MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations
Yuxin Wang
Ivory Yang
Saeed Hassanpour
Soroush Vosoughi
AAML
297
24
0
26 May 2024
Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing
Matthew Squires
Xiaohui Tao
Soman Elangovan
Rajendra Acharya
R. Gururajan
Haoran Xie
Xujuan Zhou
AI4MH
178
2
0
09 May 2024
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning
Pervaiz Iqbal Khan
Andreas Dengel
Sheraz Ahmed
207
3
0
30 Apr 2024
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model
Zita Lifelo
Huansheng Ning
Sahraoui Dhelim
AI4MH
324
0
0
13 Apr 2024
DepressionEmo: A novel dataset for multilabel classification of depression emotions
Journal of Affective Disorders (J Affect Disord), 2024
Abu Bakar Siddiqur Rahman
Hoang-Thang Ta
Lotfollah Najjar
A. Azadmanesh
A. Gonul
AI4MH
374
25
0
09 Jan 2024
Reading Between the Frames: Multi-Modal Depression Detection in Videos from Non-Verbal Cues
David Gimeno-Gómez
Ana-Maria Bucur
Adrian Cosma
Carlos David Martínez Hinarejos
Paolo Rosso
272
28
0
05 Jan 2024
Large Language Models in Mental Health Care: a Scoping Review
Yining Hua
Fenglin Liu
Kailai Yang
Zehan Li
Hongbin Na
...
Lauren V. Moran
Sophia Ananiadou
David Clifton
Andrew Beam
John Torous
AI4MH
LM&MA
529
79
0
01 Jan 2024
PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models
Haoan Jin
Siyuan Chen
Dilawaier Dilixiati
Yewei Jiang
Mengyue Wu
Ke Zhu
ELM
AI4MH
LM&MA
279
9
0
15 Nov 2023
Safer-Instruct: Aligning Language Models with Automated Preference Data
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Taiwei Shi
Kai Chen
Jieyu Zhao
ALM
SyDa
374
34
0
15 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
Hongjian Zhou
Fenglin Liu
Boyang Gu
Xinyu Zou
Jinfa Huang
...
Yefeng Zheng
Lei A. Clifton
Zheng Li
Fenglin Liu
David Clifton
LM&MA
824
212
0
09 Nov 2023
WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis
Knowledge-Based Systems (KBS), 2023
Muskan Garg
AI4MH
267
19
0
25 Aug 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023
Xuhai Xu
Bingsheng Yao
Yu Dong
Saadia Gabriel
Hongfeng Yu
James A. Hendler
Elisa Kreiss
A. Dey
Dakuo Wang
LM&MA
CLL
AI4MH
392
122
0
26 Jul 2023
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Muskan Garg
Amirmohammad Shahbandegan
Amrit Chadha
Vijay K. Mago
194
20
0
30 May 2023
Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts
Knowledge-Based Systems (KBS), 2023
Muskan Garg
AI4MH
168
2
0
08 Apr 2023
Predicting mental health using social media: A roadmap for future development
R. Safa
S. A. Edalatpanah
Ali Sorourkhah
AI4MH
261
22
0
25 Jan 2023
Causal Categorization of Mental Health Posts using Transformers
Fire (FIRE), 2022
Simranjeet Kaur
Ritika Bhardwaj
Aastha Jain
Muskan Garg
Chandni Saxena
AI4MH
301
2
0
06 Jan 2023
CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts
International Conference on Language Resources and Evaluation (LREC), 2022
Muskan Garg
Chandni Saxena
V. Krishnan
R. Joshi
S. Saha
Vijay K. Mago
Bonnie J. Dorr
CML
200
49
0
11 Jul 2022
Interpretability of Fine-grained Classification of Sadness and Depression
Tiasa Singha Roy
Priya Basu
Aman Priyanshu
Rakshit Naidu
257
3
0
20 Mar 2022
Data Augmentation for Mental Health Classification on Social Media
ICON (ICON), 2021
Gunjan Ansari
Muskan Garg
Chandni Saxena
210
24
0
19 Dec 2021
Quantifying the Suicidal Tendency on Social Media: A Survey
Muskan Garg
268
4
0
04 Oct 2021
Social Behavior and Mental Health: A Snapshot Survey under COVID-19 Pandemic
Sahraoui Dhelim
L. Chen
Huansheng Ning
Sajal K. Das
C. Nugent
Devin Burns
G. Leavey
Dirk Pesch
Eleanor Bantry-White
218
1
0
17 May 2021
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