Mental Health

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 BlueMemo: Depression Analysis through Twitter Posts IJCAI 2020 Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention EMNLP 2020 Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020 Extended Study on the Use of Vocal Tract Variables to Quantify Neuromotor Coordination in Depression Interspeech 2020 German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis COLING 2020 Hybrid Network Feature Extraction for Depression Assessment from Speech Interspeech 2020 Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries EMNLP 2020 Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews Interspeech 2020 On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 2020 Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 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 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 Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019 Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach Interspeech 2019 Cooperative Multimodal Approach to Depression Detection in Twitter AAAI 2019 Depressed Individuals Use Negative Self-Focused Language When Recalling Recent Interactions with Close Romantic Partners but Not Family or Friends NAACL 2019 Detecting Depression with Word-Level Multimodal Fusion Interspeech 2019