Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking

Shikhar Murty*, Patrick Verga*, Luke Vilnis +2

Extraction from raw text to a knowledge base of entities and fine-grained types is often cast as prediction into a flat set of entity and type labels, neglecting the rich hierarchi…