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  • 标题:IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection inDravidian Languages
  • 本地全文:下载
  • 作者:Konthala Yasaswini ; Karthik Puranik ; Adeep Hande
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2021
  • 卷号:2021
  • 页码:187-194
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:This paper demonstrates our work for the shared task on Offensive Language Identification in Dravidian Languages-EACL 2021. Offensive language detection in the various social media platforms was identified previously. But with the increase in diversity of users, there is a need to identify the offensive language in multilingual posts that are largely code-mixed or written in a non-native script. We approach this challenge with various transfer learning-based models to classify a given post or comment in Dravidian languages (Malayalam, Tamil, and Kannada) into 6 categories. The source codes for our systems are published.
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