大语言模型伦理评估中文数据集研究综述OA

As cutting-edge achievements in the field of artificial intelligence,large language models have drawn significant attention from both academia and industry regarding their associated ethical issues.Consequently,the number of ethical evaluation datasets for large language models in the Chinese context has gradually increased,presenting substantial value for in-depth research.However,the current lack of systematic review and analysis of such datasets makes it difficult for researchers to accurately select suitable datasets and effectively identify shortcomings in existing resources.This paper examines 50 Chinese ethical evaluation datasets for large language models released between August 2021 and March 2025.It conducts a comprehensive comparative analysis covering release dates,creation details,content information,open-source situation,domains covered,and ethical scenarios.This study aims to provide direction for optimizing and constructing future datasets.