Extraction of Elements of Protest Based on BERT Model and TextTeaser improved algorithm

Abstract A protest is a document that the procuratorial organ exercises the power of legal supervision and submits it to the judicial organ. Element extraction is the basis for tasks such as case card filling, document correction, cause analysis, and case recommendation. At present, there are no eff...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 1955; no. 1; pp. 12107 - 12115
Main Authors Zhang, Yueguo, Dong, Lili, Li, Shenghong
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.06.2021
Subjects
Algorithms
Crime
Natural language processing
Physics
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Summary:Abstract A protest is a document that the procuratorial organ exercises the power of legal supervision and submits it to the judicial organ. Element extraction is the basis for tasks such as case card filling, document correction, cause analysis, and case recommendation. At present, there are no effective tools and methods for extracting the elements of criminal protests. Most of them are manually marked, with low accuracy and low efficiency. In response to this problem, this paper is to propose a method to extract the elements of the criminal protest by sub-category, based on Bert model, using natural language processing technology. The experiments are demonstrated to illustrate the effectiveness of the proposed method.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1955/1/012107