Text classification in fair competition law violations using deep learning

Text classification in fair competition law violations using deep learning

IntroductionEnsuring fair competition through manual review is a complex undertaking. This paper introduces the utilization of Long Short-Term Memory (LSTM) neural networks and TextCNN to establish a text classifier for classifying and reviewing normative documents.MethodsThe experimental dataset us...

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Bibliographic Details
Main Authors: Yinying Kong, Niangqiu Huang, Haodong Deng, Junwen Feng, Xingyi Liang, Weisi Lv, Jingyi Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
fair competition review
text classifier
LSTM
TextCNN
deep learning—artificial intelligence
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2023.1177081/full

Internet

https://www.frontiersin.org/articles/10.3389/fams.2023.1177081/full

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