Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation

Hongzhao Huang, Larry Heck, Heng Ji

Entity Disambiguation aims to link mentions of ambiguous entities to a knowledge base (e.g., Wikipedia). Modeling topical coherence is crucial for this task based on the assumption…