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Mental Health

314 papers

Papers per year

16
80
'20
'25

Papers

RDoC Task at BioNLP-OST 2019 EMNLP 2019
Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019
Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019
Dreaddit: A Reddit Dataset for Stress Analysis in Social Media EMNLP 2019
Dilated LSTM with attention for Classification of Suicide Notes EMNLP 2019
Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention IJCNLP 2019
Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach INTERSPEECH 2019
Detecting Depression with Word-Level Multimodal Fusion INTERSPEECH 2019
A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia INTERSPEECH 2019
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN INTERSPEECH 2019
Depressed Individuals Use Negative Self-Focused Language When Recalling Recent Interactions with Close Romantic Partners but Not Family or Friends NAACL 2019
An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019
A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018
Identifying Depression on Reddit: The Effect of Training Data EMNLP 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
Not Just Depressed: Bipolar Disorder Prediction on Reddit EMNLP 2018
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018
Detecting Alzheimer’s Disease Using Gated Convolutional Neural Network from Audio Data INTERSPEECH 2018
An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder INTERSPEECH 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
Cross-cultural differences in language markers of depression online NAACL 2018
Understanding and Predicting Empathic Behavior in Counseling Therapy ACL 2017
Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017