mental health classification

Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025 M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals EMNLP 2025 CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024 Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health EMNLP 2024 Leveraging LLMs for Translating and Classifying Mental Health Data EMNLP 2024 Predictive and Distinctive Linguistic Features in Schizophrenia-Bipolar Spectrum Disorders COLING 2024 Discourse-Level Representations can Improve Prediction of Degree of Anxiety ACL 2023 Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews Interspeech 2023 Privacy Aware Question-Answering System for Online Mental Health Risk Assessment ACL 2023 Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023 Towards Identifying Fine-Grained Depression Symptoms from Memes ACL 2023 AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022 A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony NAACL 2022 Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data COLING 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 Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia EMNLP 2022 Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021 Gender and Racial Fairness in Depression Research using Social Media EACL 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews Interspeech 2019 Cooperative Multimodal Approach to Depression Detection in Twitter AAAI 2019 Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder Interspeech 2019 A Linguistically-Informed Fusion Approach for Multimodal Depression Detection NAACL 2018 Cross-cultural differences in language markers of depression online NAACL 2018 Identifying Depression on Reddit: The Effect of Training Data EMNLP 2018