专题：Mental Health via Writing

This cluster of papers focuses on the analysis of psychological language in social media, particularly related to emotional disclosure, mental health, and expressive writing. It involves the use of natural language processing and machine learning techniques to detect and understand patterns of depression, suicidal ideation, and other mental health indicators in online communication.
最新文献
Perceive–Assess–Dose–Safeguard: a safety-gated state–action grammar for psychotherapy micro-decisions in computational psychiatry

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WaveWaste: Exploring an Interactive Movement-Based Reflection System to Support Graduate Student Emotional Well-Being

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Neurocognitive Processing of Facial Emotion Recognition in Individuals With Depression and Suicidal Ideation: An Eye-Tracking and EEG Study

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29921 Emotion recognition in healthcare

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ESR-Coach: Leveraging Large Language Models for Training People to Provide Emotionally Supportive Responses

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Enhancing depression diagnosis with augmented brain signal driven decorrelated graph neural networks

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PsychAdapter: adapting LLMs to reflect traits, personality, and mental health

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Coping with loss before or during the COVID-19 pandemic: A semantic analysis of bereaved people's narratives

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Letter: From Psychological Metaphors to Mechanistic Framing in Describing Errors in Large Language Models

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Digital Phenotyping – Lessons Learned, Challenges, and Future Perspectives for Psychodiagnostics

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近5年高被引文献
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

article Full Text OpenAlex 586 FWCI199.3064

Natural language processing applied to mental illness detection: a narrative review

review Full Text OpenAlex 397 FWCI84.3644

Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being

review Full Text OpenAlex 349 FWCI70.4121

Using large language models in psychology

article Full Text OpenAlex 283 FWCI49.9913

A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis

review Full Text OpenAlex 239 FWCI81.2871

International Journal of Current Research and Academic Review

paratext Full Text OpenAlex 229 FWCI0

Artificial Intelligence and Chatbots in Psychiatry

review Full Text OpenAlex 225 FWCI31.9443

Deep Learning for Depression Detection from Textual Data

article Full Text OpenAlex 221 FWCI46.7646

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

preprint Full Text OpenAlex 206 FWCI0

HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

article Full Text OpenAlex 203 FWCI69.1125