Legal document generation method and system based on reading understanding and intention recognition model

Abstract

The invention provides a legal instrument generation method and system based on a reading understanding and intention recognition model, and belongs to the technical field of legal consultation. Inputting the long text statement into a long text reading understanding model to obtain initial legal elements; comparing the first-round legal elements with the legal element library to obtain a legal scene that a consultant wants to consult; initiating multiple rounds of conversations with the consultant according to the missing elements to obtain a result of the multiple rounds of conversations; inputting results of the multiple rounds of conversations into an intention recognition model to obtain an intention recognition result; reasoning and decision making are carried out, and legal consultation suggestions or contract documents are automatically generated. The system comprises a data acquisition module, an element acquisition module, a scene acquisition module, a multi-round dialogue module, an intention recognition module and a document generation module, the model convergence time is shortened, the training cost is reduced, and parties can acquire accurate and professional legal consultation related answers.

Description

technical field [0001] The application belongs to the technical field of legal consultation, and specifically relates to a method and system for generating legal documents based on reading comprehension and intention recognition models. Background technique [0002] In the daily life of people in modern society, they often encounter legal-related issues, such as: marriage, property inheritance, labor disputes, loans, etc. The methods often adopted by the parties are to consult local lawyers, or search for relevant answers on the Internet , if the parties use the method of consulting lawyers, on the one hand, lawyers have different personal qualifications and in-depth research fields, so the answers given by each lawyer may be different, which makes it difficult for the parties to make a correct decision; on the other hand , The shortage of lawyers is very large, and the number of existing lawyers is difficult to meet the increasing number of legal consultation questions, whi...

AI Technical Summary

Problems solved by technology

[0002] In the daily life of people in modern society, they often encounter legal-related issues, such as: marriage, property inheritance, labor disputes, loans, etc. The methods often adopted by the parties are to consult local lawyers, or search for relevant answers on the Internet , if the parties use the method of consulting lawyers, on the one hand, lawyers have different personal qualifications and in-depth research fields, so the answers given by each lawyer may be different, which makes it difficult for the parties to make a correct decision; on the other hand , the shortage of lawyers is very large, and the number of existing lawyers is difficult to meet the increasing number of legal consultation questions, which makes it difficult for the parties to obtain accurate, professional and satisfactory answers

If the party uses the method of searching for relevant answers online, it is often difficult to match the process of the manager of the party with the process given on the Internet, and thus it is impossible to obtain an accurate answer

[0003] In the prior art, there are some legal document generation systems through which the parties can conduct man-machine dialogue and finally obtain legal advice or contract documents, but the legal advice or contract documents obtained through this system are not very accurate. , the reason is that the system cannot accurately understand the meaning of the party, and the intention of the party is not very clear, and the text that the party needs to input is relatively long, using traditional machine learning methods and basic neural network models, such as RNN, LSTM, etc., It is far from meeting the requirements in terms of performance and accuracy

[0004] In the existing technology, it is difficult for the parties to obtain accurate, professional and satisfactory legal consultation related answers, and no relevant solutions have been found so far

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