mental health detection

Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022 A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022 Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022 Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022 Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media EMNLP 2022 Findings of the Shared Task on Detecting Signs of Depression from Social Media ACL 2022 Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses NAACL 2022 Classification of mental illnesses on social media using RoBERTa EACL 2021 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 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 Do Models of Mental Health Based on Social Media Data Generalize? 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 Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019 CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit Posts NAACL 2019 Linguistic Analysis of Schizophrenia in Reddit Posts NAACL 2019 Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder Interspeech 2019 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 What type of happiness are you looking for? - A closer look at detecting mental health from language NAACL 2018 Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution IJCAI 2017 Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017