mental health detection

A Survey on Multilingual Mental Disorders Detection from Social Media Data EACL 2026 FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data ACL 2026 Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus EACL 2026 MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026 A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025 Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025 Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL 2025 Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025 PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025 CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024 Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024 Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024 Comparing panic and anxiety on a dataset collected from social media EACL 2024 Evaluating Lexicon Incorporation for Depression Symptom Estimation NAACL 2024 Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024 MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024 Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation Interspeech 2024 Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue COLING 2024 An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts ACL 2023 C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023 DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023 SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German EACL 2023 The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances Interspeech 2023 What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023 AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022