Preprint2026
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Parinthapat Pengpun, Simran Khanuja, Graham Neubig
Introduces knowledge-graph structural rarity metrics for multimodal entity linking, a training-free reasoning+retrieval framework, and MERLIN-Rare, improving SOTA by 6.9% overall and up to 23.3% on rare entities.
0Sep 9, 2026Retrieval Augmented GenerationMultimodal
arXiv