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Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs

2020-12-10 15:43:50
Trung-Hieu Tran, Long Phan, Truong-Son Nguyen
arXiv_AI
       
Abstract

This paper proposed several transformer-based approaches for Reliable Intelligence Identification on Vietnamese social network sites at VLSP 2020 evaluation campaign. We exploit both of monolingual and multilingual pre-trained models. Besides, we utilize the ensemble method to improve the robustness of different approaches. Our team achieved a score of 0.9378 at ROC-AUC metric in the private test set which is competitive to other participants.

Abstract (translated)

URL

https://arxiv.org/abs/2012.07557

PDF

https://arxiv.org/pdf/2012.07557.pdf

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