FinChain-BERT: A High-Accuracy Automatic Fraud Detection Model Based on NLP Methods for Financial Scenarios

FinChain-BERT: A High-Accuracy Automatic Fraud Detection Model Based on NLP Methods for Financial Scenarios

This research primarily explores the application of Natural Language Processing (NLP) technology in precision financial fraud detection, with a particular focus on the implementation and optimization of the FinChain-BERT model. Firstly, the FinChain-BERT model has been successfully employed for fina...

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Bibliographic Details
Main Authors: Xinze Yang, Chunkai Zhang, Yizhi Sun, Kairui Pang, Luru Jing, Shiyun Wa, Chunli Lv
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Information
Subjects:
natural language processing
deep learning
model distillation
financial fraud detection
BERT
Online Access:https://www.mdpi.com/2078-2489/14/9/499

Internet

https://www.mdpi.com/2078-2489/14/9/499

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