Contract text compliance intelligent check method

Abstract

The invention discloses a contract text compliance intelligent checking method, which comprises the following steps of: preprocessing a contract text and a checking list to obtain a contract text semantic representation vector and a checking list semantic representation vector; classifying the checklist, and labeling the checklist; performing dimension reduction mapping on the contract text semantic representation vector and the check list semantic representation vector to obtain a contract text low-dimensional feature vector and a check list low-dimensional feature vector; adding character codes to the low-dimensional feature vectors of the contract text to obtain new low-dimensional feature vectors of the contract text, and extracting semantic information of the contract text to obtain semantic feature vectors of the contract text; according to the semantic feature vector of the contract text and the low-dimensional feature vector of the check list, calculating the correlation between the contract text and the check list, acquiring the compliance probability of the contract text, if the probability is larger than a threshold value, determining compliance is determined, and otherwise, determining non-compliance; accuracy of contract compliance auditing by enterprises and related departments is improved.

Description

technical field [0001] The invention belongs to the field of natural language processing, and in particular relates to a method for intelligently checking the compliance of a contract text. Background technique [0002] A contract refers to an agreement between the parties or both parties to establish, change, or terminate a civil relationship. Contract compliance testing means that the internal audit agency uses modern auditing techniques and methods to check the compliance of the contract based on certain audit procedures. Objectively evaluate, prevent and control the risks of the contract, and safeguard the legitimate rights and interests of the parties. Natural language processing technology is an important direction in the field of computer science and artificial intelligence. It has a wide range of applications in semantic analysis and other aspects, and provides a feasible technical path for the use of natural language processing technology to realize the intelligent ...

AI Technical Summary

Problems solved by technology

Natural language processing technology is an important direction in the field of computer science and artificial intelligence. It has a wide range of applications in semantic analysis and other aspects, and provides a feasible technical path for the use of natural language processing technology to realize the intelligent inspection of contract text compliance. , but there are some technical difficulties: (1) The type of contract text is complex, the content is diverse and the length is different, and unified data coding is required to be able to use the machine learning model for calculation

Images