Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs (ReINTEL)

December 10, 2020 ยท Declared Dead ยท ๐Ÿ› 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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