2025
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction
EMNLP 2025
Relation extraction (RE) aims to identify semantic relations between entities in unstructured text. Although recent work extends traditional RE to multimodal scenarios, most approaches still adopt classification-based paradigms with fused multimodal features, representing relations as discrete label