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Mental Health

295 directly classified papers

Papers per year

Papers

Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023
Measure Children’s Mindreading Ability with Machine Reading EMNLP 2023
C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023
VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing EMNLP 2023
Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023
Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023
On Text-based Personality Computing: Challenges and Future Directions ACL 2023
Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023
A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication INTERSPEECH 2023
FTA-net: A Frequency and Time Attention Network for Speech Depression Detection INTERSPEECH 2023
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on? INTERSPEECH 2023
Parameter Selection for Analyzing Conversations with Autism Spectrum Disorder INTERSPEECH 2023
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection INTERSPEECH 2023
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews INTERSPEECH 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances INTERSPEECH 2023
The Androids Corpus: A New Publicly Available Benchmark for Speech Based Depression Detection INTERSPEECH 2023
Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism INTERSPEECH 2023
Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023
Privacy Aware Question-Answering System for Online Mental Health Risk Assessment ACL 2023
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers EMNLP 2023
Semantic Similarity Models for Depression Severity Estimation EMNLP 2023
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023
Understanding Client Reactions in Online Mental Health Counseling ACL 2023