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mental health screening

8 papers

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Co-occurring keywords · papers mentioning both

depression detection (3) text classification (3) clinical nlp (2) social media analysis (2) statistical modelling (1) perplexity measurement (1) suicide risk detection (1) early detection (1) thought disorder (1) mental health disorder (1)

Papers

MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025 Datasets for Depression Modeling in Social Media: An Overview NAACL 2025 Combining Psychological Theory with Language Models for Suicide Risk Detection EACL 2023 PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media EACL 2021 Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021 Nora the Empathetic Psychologist Interspeech 2017