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Mental Health

295 directly classified papers

Papers per year

Papers

Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018
Cross-cultural differences in language markers of depression online NAACL 2018
Identifying Depression on Reddit: The Effect of Training Data EMNLP 2018
Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results INTERSPEECH 2017
Depression and Self-Harm Risk Assessment in Online Forums EMNLP 2017
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect INTERSPEECH 2017
Nora the Empathetic Psychologist INTERSPEECH 2017
Understanding and Predicting Empathic Behavior in Counseling Therapy ACL 2017
Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia EMNLP 2017
Cross-Cultural Depression Recognition from Vocal Biomarkers INTERSPEECH 2016
Speech Features for Depression Detection INTERSPEECH 2016
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy INTERSPEECH 2016
An Investigation of Emotional Speech in Depression Classification INTERSPEECH 2016
Prosodic and Linguistic Analysis of Semantic Fluency Data: A Window into Speech Production and Cognition INTERSPEECH 2016
Automatic Recognition of Social Roles Using Long Term Role Transitions in Small Group Interactions INTERSPEECH 2016
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012
Discriminative Network Models of Schizophrenia NIPS 2009
Psychiatry: Insights into depression through normative decision-making models NIPS 2008