conftrace_

mental health detection

53 papers

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Also known as

MHD

Co-occurring keywords

text classification (6793) social media analysis (699) mental health (243) depression detection (146) social media (667) transformer model (1996) large language model (13587) transfer learning (5449) speech analysis (363) sentiment analysis (2084)

Papers

Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media EMNLP 2022
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses NAACL 2022
AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022
Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022
Findings of the Shared Task on Detecting Signs of Depression from Social Media ACL 2022
A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022
Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task NAACL 2021
Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning NAACL 2021
Classification of mental illnesses on social media using RoBERTa EACL 2021
Do Models of Mental Health Based on Social Media Data Generalize? EMNLP 2020
Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data EMNLP 2020
Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews INTERSPEECH 2020
Temporal Mental Health Dynamics on Social Media EMNLP 2020
Linguistic Analysis of Schizophrenia in Reddit Posts NAACL 2019
Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019
CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit Posts NAACL 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention IJCNLP 2019
An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder INTERSPEECH 2019
What type of happiness are you looking for? - A closer look at detecting mental health from language NAACL 2018
Mental Health Computing via Harvesting Social Media Data IJCAI 2018
State of Mind: Classification through Self-reported Affect and Word Use in Speech. INTERSPEECH 2018