Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking

ArXi:2604.20283v1 Announce Type: new Multimodal Entity Linking (MEL) is a fundamental task in data management that maps ambiguous mentions with diverse modalities to the multimodal entities in a knowledge base. However, most existing MEL approaches primarily focus on optimizing instance-centric features and evidence, leaving broader forms of evidence and their intricate interdependencies insufficiently explored.