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- W4313447032 abstract "Multi-modal entity alignment (MMEA) aims to discover identical entities across different knowledge graphs (KGs) whose entities are associated with relevant images. However, current MMEA algorithms rely on KG-level modality fusion strategies for multi-modal entity representation, which ignores the variations of modality preferences of different entities, thus compromising robustness against noise in modalities such as blurry images and relations. This paper introduces MEAformer, a multi-modal entity alignment transformer approach for meta modality hybrid, which dynamically predicts the mutual correlation coefficients among modalities for more fine-grained entity-level modality fusion and alignment. Experimental results demonstrate that our model not only achieves SOTA performance in multiple training scenarios, including supervised, unsupervised, iterative, and low-resource settings, but also has a limited number of parameters, efficient runtime, and interpretability. Our code is available at https://github.com/zjukg/MEAformer." @default.
- W4313447032 created "2023-01-06" @default.
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- W4313447032 date "2022-12-29" @default.
- W4313447032 modified "2023-09-26" @default.
- W4313447032 title "MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid" @default.
- W4313447032 doi "https://doi.org/10.48550/arxiv.2212.14454" @default.
- W4313447032 hasPublicationYear "2022" @default.
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