Volume 4,Issue 3
Application Research of Large Language Models in Psychological Guidance and Diagnostic Support in Vocational College Scenarios
With the rapid development of artificial intelligence technology, the application of large language models in education and mental health has attracted increasing attention. Centering on the needs of psychological counseling and diagnostic support in vocational colleges, this study explores the potential role of large language models in students’ mental health management. By constructing an intelligent auxiliary system based on natural language processing, it realizes the identification of students’ psychological states, emotional counseling, and the generation of counseling suggestions. The research finds that the system can improve the efficiency of psychological counseling to a certain extent, provide personalized support, and alleviate the shortage of psychological counseling resources. The results show that large language models have high application value in mental health services of vocational colleges, offering new ideas and practical references for building an intelligent and precise student psychological care system.
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