Search Results for author: Yingjia Zhao

Found 3 papers, 0 papers with code

ZYJ@LT-EDI-EACL2021:XLM-RoBERTa-Based Model with Attention for Hope Speech Detection

no code implementations EACL (LTEDI) 2021 Yingjia Zhao, Xin Tao

We use the attention mechanism to adjust the weight of all the output layers of XLM-RoBERTa to make full use of the information extracted from each layer, and use the weighted sum of all the output layers to complete the classification task.

Hope Speech Detection

ZYJ123@DravidianLangTech-EACL2021: Offensive Language Identification based on XLM-RoBERTa with DPCNN

no code implementations EACL (DravidianLangTech) 2021 Yingjia Zhao, Xin Tao

The development of online media platforms has given users more opportunities to post and comment freely, but the negative impact of offensive language has become increasingly apparent.

Language Identification

ZYJ at SemEval-2021 Task 7: HaHackathon: Detecting and Rating Humor and Offense with ALBERT-Based Model

no code implementations SEMEVAL 2021 Yingjia Zhao, Xin Tao

This article introduces the submission of subtask 1 and subtask 2 that we participate in SemEval-2021 Task 7: HaHackathon: Detecting and Rating Humor and Offense, we use a model based on ALBERT that uses ALBERT as the module for extracting text features.

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