Mental Health

Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression Interspeech 2022 SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers ACL 2022 SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022 SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022 SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022 Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022 Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing EMNLP 2022 Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals Interspeech 2022 Use of Nods Less Synchronized with Turn-Taking and Prosody During Conversations in Adults with Autism Interspeech 2022 Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech Interspeech 2021 Classification of mental illnesses on social media using RoBERTa EACL 2021 Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021 Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables Interspeech 2021 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021 It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021 Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition Interspeech 2021 Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder Interspeech 2021 Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021 Towards the Development of Speech-Based Measures of Stress Response in Individuals NAACL 2021 Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism AAAI 2021 Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021 What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ACL 2021 A Framework to Assist Chat Operators of Mental Healthcare Services EMNLP 2020