An Effective Approach for Rumor Detection Based on ERNIE-BiGRU-Attention

Author:

Lan Tian1,Li Xiaoyong1,Gao Yali1,Yuan Jie1

Affiliation:

1. Ministry of Education College of Cyberspace Security, Beijing University of Posts and Telecommunications,Key Laboratory of Trustworthy Distributed Computing and Service (BUPT),Beijing,China

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Publisher

IEEE

Reference14 articles.

1. Fake News Detection Using Deep Learning Techniques

2. Rumor early detection model with multi-feature merged and portability;wangbin;Computer Era,2020

3. exBAKE: Automatic Fake News Detection Model Based on Bidirectional Encoder Representations from Transformers (BERT)

4. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;ArXiv,2018

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enriching the Fake News Process of Classifying Model using Deep Learning and Machine Learning Algorithm;International Journal of Advanced Research in Science, Communication and Technology;2024-05-19

2. SGAN-SAM-ERNIE: A Novel and Effective Detection Scheme for Chinese Fake Reviews;IEEE Access;2024

3. A rumor detection model combining propagation structure and content features;Third International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2023);2023-10-10

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