文章基本信息

标题：Codewithzichao@DravidianLangTech-EACL2021: Exploring Multimodal Transformers for Meme Classification inTamil Language
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作者：Zichao Li
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：352-356
语种：English
出版社：ACL Anthology
摘要：This paper describes our submission to shared task on Meme Classification for Tamil Language. To address this task, we explore a multimodal transformer for meme classification in Tamil language. According to the characteristics of the image and text, we use different pretrained models to encode the image and text so as to get better representations of the image and text respectively. Besides, we design a multimodal attention layer to make the text and corresponding image interact fully with each other based on cross attention. Our model achieved 0.55 weighted average F1 score and ranked first in this task.