Introduces PL-VEL, a pixel-mask-based visual entity linking task, and MaskOVEN-Wiki, a 5.2M-annotation dataset built via reverse annotation, plus a semantic tokenization method that yields a 5-point accuracy gain.
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Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking
Introduces PL-VEL, a pixel-mask-based visual entity linking task, and MaskOVEN-Wiki, a 5.2M-annotation dataset built via reverse annotation, plus a semantic tokenization method that yields a 5-point accuracy gain.