mental health

Restatement and Question Generation for Counsellor Chatbot ACL 2021 Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021 Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning NAACL 2021 Towards Emotional Support Dialog Systems ACL 2021 Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis NAACL 2021 Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support EMNLP 2020 A Framework to Assist Chat Operators of Mental Healthcare Services EMNLP 2020 Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data EMNLP 2020 A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media EMNLP 2020 Estimating the effect of COVID-19 on mental health: Linguistic indicators of depression during a global pandemic ACL 2020 Expressive Interviewing: A Conversational System for Coping with COVID-19 EMNLP 2020 Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework COLING 2020 Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020 Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020 Social media data as a lens onto care-seeking behavior among women veterans of the US armed forces EMNLP 2020 Suicidal Risk Detection for Military Personnel EMNLP 2020 Temporal Mental Health Dynamics on Social Media EMNLP 2020 Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020 A Computational Linguistic Study of Personal Recovery in Bipolar Disorder ACL 2019 Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 Affective Behaviour Analysis of On-line User Interactions: Are On-line Support Groups More Therapeutic than Twitter? ACL 2019 A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia Interspeech 2019 An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019 Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach Interspeech 2019