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Discipline inspection and supervision laws and regulations are an important basis for discipline inspection and supervision personnel.In this study, the data of laws and regulations in the discipline inspection and supervision field were firstly obtained from the latest "Regulations on Discipline Punishment of the Communist Party of China"（fourth edition）, and the knowledge graph of laws and regulations in the discipline inspection and supervision field was constructed after pretreatment. Secondly, based on the knowledge graph of discipline inspection and supervision laws and regulations,the core semantic matching algorithm of the question answering system is tested and the TF-IDF model with the highest accuracy in TOP1 is selected to finally realize the question answering system of discipline inspection and supervision laws and regulations.