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
Social anxiety: topics and emotions shared on Reddit before and during the coronavirus pandemic

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

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Mental Health Safety and Depression Detection in Social Media Text Data: A Classification Approach Based on a Deep Learning Model

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Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models

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AI methods for personality traits recognition: A systematic review

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Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models

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Helping the Helper : Supporting Peer Counselors via AI-Empowered Practice and Feedback

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A Comparison of Responses from Human Therapists and Large Language Model–Based Chatbots to Assess Therapeutic Communication: Mixed Methods Study

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Cross-Cultural Differences in Mental Health Expressions on Social Media

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A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG

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

article Full Text OpenAlex 1496 FWCI137.86363593

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

article Full Text OpenAlex 545 FWCI278.81475123

My Chatbot Companion - a Study of Human-Chatbot Relationships

article Full Text OpenAlex 468 FWCI40.49672607

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

article Full Text OpenAlex 443 FWCI97.52859541

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

review Full Text OpenAlex 363 FWCI102.96347634

Artificially intelligent chatbots in digital mental health interventions: a review

review Full Text OpenAlex 321 FWCI32.72149249

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

article Full Text OpenAlex 309 FWCI102.07597503

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

review Full Text OpenAlex 258 FWCI25.96305783

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

review Full Text OpenAlex 257 FWCI85.52286595

Using large language models in psychology

article Full Text OpenAlex 254 FWCI64.88249346