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- W4287887966 abstract "This paper describes our system used in the SemEval-2022 Task5 Multimedia Automatic Misogyny Identification (MAMI). This task is to use the provided text-image pairs to classify emotions. In this paper, We propose a multi-label emotion classification model based on pre-trained LXMERT. We use Faster-RCNN to extract visual representation and utilize LXMERT’s cross-attention for multi-modal alignment. Then we use the Bilinear-interaction layer to fuse these features. Our experimental results surpass the F1 score of baseline. For Sub-task A, our F1 score is 0.662 and Sub-task B’s F1 score is 0.633. The code of this study is available on GitHub." @default.
- W4287887966 created "2022-07-26" @default.
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- W4287887966 date "2022-01-01" @default.
- W4287887966 modified "2023-09-25" @default.
- W4287887966 title "YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT" @default.
- W4287887966 doi "https://doi.org/10.18653/v1/2022.semeval-1.104" @default.
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