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Mental Health

295 directly classified papers

Papers per year

Papers

Discourse-Level Representations can Improve Prediction of Degree of Anxiety ACL 2023
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022
A Quantitative and Qualitative Analysis of Schizophrenia Language EMNLP 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ACL 2022
SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers ACL 2022
E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression ACL 2022
KADO@LT-EDI-ACL2022: BERT-based Ensembles for Detecting Signs of Depression from Social Media Text ACL 2022
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI ACL 2022
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ACL 2022
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media EMNLP 2022
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
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022
Affective Idiosyncratic Responses to Music EMNLP 2022
Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing EMNLP 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022
D-vlog: Multimodal Vlog Dataset for Depression Detection AAAI 2022
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022
A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues ACL 2022
SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022