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Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification
Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)
This paper describes our system participated in Task 6 of SemEval-2021: this task focuses on multimodal propaganda technique classification and it aims to classify given image and text into 22 classes. In this paper, we propose to use transformer-based (Vaswani et al., 2017) architecture to fuse the clues from both image and text. We explore two branches of techniques including fine-tuning the text pre-trained transformer with extended visual features and fine-tuning the multimodal pre-traineddoi:10.18653/v1/2021.semeval-1.8 fatcat:mqqliqrgrnfidktls3qfsmeqxm