Mental Health

Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024 Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy EMNLP 2024 Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model EACL 2024 Therapist Self-Disclosure as a Natural Language Processing Task EACL 2024 Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data COLING 2024 Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024 To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling MLHC 2024 Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024 Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024 Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024 When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024 Why So Serious: Humor and its Association with Treatment Measurements Process and Outcome EMNLP 2024 Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024 XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024 Acoustic characteristics of depression in older adults' speech: the role of covariates Interspeech 2023 A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication Interspeech 2023 Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023 Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023 Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism Interspeech 2023 Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023 Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023 C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023 Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. Interspeech 2023 Discourse-Level Representations can Improve Prediction of Degree of Anxiety ACL 2023