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We describe our approach for SemEval-2021 task 6 on detection of persuasiontechniques in multimodal content (memes). Our system combines pretrainedmultimodal models (CLIP) and chained classifiers. Also, we propose to enrichthe data by a data augmentation technique. Our submission achieves a rank of8/16 in terms of F1-micro and 9/16 with F1-macro on the test set.

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features