Research on Categorical Recognition and Optimization of Hallucination Phenomenon in Large Language Models

With the widespread application of big language models in natural language understanding and generation tasks, their performance in high-precision fields such as healthcare, law, and scientific research has received increasing attention. However, the phenomenon of hallucinations, as a common problem...

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Bibliographic Details

Published in:	Jisuanji kexue yu tansuo
Main Author:	HE Jing, SHEN Yang, XIE Runfeng
Format:	Article
Language:	Chinese
Published:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-05-01
Subjects:	large language model; hallucination recognition; hallucination classification; model optimization
Online Access:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2408080.pdf