Mental Health

Dilated LSTM with attention for Classification of Suicide Notes EMNLP 2019 Dreaddit: A Reddit Dataset for Stress Analysis in Social Media EMNLP 2019 Dynamics Are Important for the Recognition of Equine Pain in Video CVPR 2019 Finding Your Voice: The Linguistic Development of Mental Health Counselors ACL 2019 Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN Interspeech 2019 Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019 Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019 Passive Diagnosis Incorporating the PHQ-4 for Depression and Anxiety ACL 2019 RDoC Task at BioNLP-OST 2019 EMNLP 2019 What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations ACL 2019 A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018 An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder Interspeech 2018 Cross-cultural differences in language markers of depression online NAACL 2018 Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018 Detecting Alzheimer’s Disease Using Gated Convolutional Neural Network from Audio Data Interspeech 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Identifying Depression on Reddit: The Effect of Training Data EMNLP 2018 Not Just Depressed: Bipolar Disorder Prediction on Reddit EMNLP 2018 Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks Interspeech 2018 Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy Interspeech 2018 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 Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017 Nora the Empathetic Psychologist Interspeech 2017