Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs (ReINTEL)
December 10, 2020 ยท Declared Dead ยท ๐ arXiv.org
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Authors
Trung-Hieu Tran, Long Phan, Truong-Son Nguyen, Tien-Huy Nguyen
arXiv ID
2012.07557
Category
cs.CL: Computation & Language
Cross-listed
cs.AI,
cs.LG
Citations
1
Venue
arXiv.org
Last Checked
5 months ago
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.
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