Graham Neubig

Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking

Multimodal entity linking grounds entity mentions in text and images to knowledge-base entries. These systems degrade on rare entities, but prior work measures rarity primarily through popularity-based metrics such as pageviews. We broaden this view using knowledge-graph structural metrics that capture how well an enti...