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Mental Health

295 directly classified papers

Papers per year

Papers

Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition INTERSPEECH 2021
Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder INTERSPEECH 2021
It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL 2021
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ACL 2021
Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021
On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers ACL 2020
Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020
Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020
Hybrid Network Feature Extraction for Depression Assessment from Speech INTERSPEECH 2020
Extended Study on the Use of Vocal Tract Variables to Quantify Neuromotor Coordination in Depression INTERSPEECH 2020
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention EMNLP 2020
BlueMemo: Depression Analysis through Twitter Posts IJCAI 2020
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media 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
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries EMNLP 2020
Suicidal Risk Detection for Military Personnel 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
German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis COLING 2020
Social media data as a lens onto care-seeking behavior among women veterans of the US armed forces EMNLP 2020
Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019
Dynamics Are Important for the Recognition of Equine Pain in Video CVPR 2019