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  • 标题:UVCE-IIITT@DravidianLangTech-EACL2021:Tamil Troll Meme Classification: You need to Pay more Attention
  • 本地全文:下载
  • 作者:Siddhanth U Hegde ; Adeep Hande ; Ruba Priyadharshini
  • 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:180-186
  • 语种:English
  • 出版社:ACL Anthology
  • 摘要:Tamil is a Dravidian language that is commonly used and spoken in the southern part of Asia. During the 21st century and in the era of social media, memes have been a fun moment during the day to day life of people. Here, we try to analyze the true meaning of Tamil memes by classifying them as troll or non-troll. We present an ingenious model consisting of transformer-transformer architecture that tries to attain state of the art by using attention as its main component. The dataset consists of troll and non-troll images with their captions as texts. The task is a binary classification task. The objective of the model was to pay more and more attention to the extracted features and to ignore the noise in both images and text.
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