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
A Letter about “Randomized Trial of a Generative AI Chatbot for Mental Health Treatment”

article Full Text OpenAlex

Evaluation of Alignment Between Large Language Models and Expert Clinicians in Suicide Risk Assessment

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RSD-15K: A Large-Scale User-Level Annotated Dataset for Suicide Risk Detection on Social Media

article Full Text OpenAlex

Warning: AI chatbots will soon dominate psychotherapy

review Full Text OpenAlex

Evaluating the Efficacy of ChatGPT-3.5 Versus Human-Delivered Text-Based Cognitive-Behavioral Therapy: A Comparative Pilot Study

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AI-assisted multi-modal information for the screening of depression: a systematic review and meta-analysis

review Full Text OpenAlex

Development and evaluation of LLM-based suicide intervention chatbot

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Large Language Models in Mental Health Care: A Scoping Review

review Full Text OpenAlex

A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions

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Attitudes towards AI counseling: the existence of perceptual fear in affecting perceived chatbot support quality

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近5年高被引文献
Predicting Depression via Social Media

article Full Text OpenAlex 1366 FWCI92.861

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

article Full Text OpenAlex 441 FWCI169.272

My Chatbot Companion - a Study of Human-Chatbot Relationships

article Full Text OpenAlex 394 FWCI30.418

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation

article Full Text OpenAlex 378 FWCI57.063

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

review Full Text OpenAlex 310 FWCI15.704

A Large-Scale COVID-19 Twitter Chatter Dataset for Open Scientific Research—An International Collaboration

article Full Text OpenAlex 307 FWCI80.391

Artificially intelligent chatbots in digital mental health interventions: a review

review Full Text OpenAlex 260 FWCI7.036

Using large language models in psychology

article Full Text OpenAlex 216 FWCI45.709

Sentiment Analysis in Social Media Data for Depression Detection Using Artificial Intelligence: A Review

review Full Text OpenAlex 208 FWCI3.916

History and Status of Prolonged Grief Disorder as a Psychiatric Diagnosis

review Full Text OpenAlex 193 FWCI5.396