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

2 code implementations • ACL 2018 • Shikhar Murty*, Patrick Verga*, Luke Vilnis, Irena Radovanovic, Andrew McCallum

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 hierarchies over types and entities contained in curated ontologies.

2k Entity Linking +1