Leveraging AI Synergies for Named Entity Disambiguation

A perspective for combining LLMs, Ontologies, and Knowledge Graphs in the Biomedical Domain

I want to thank Vlasta Kus for the feedback on the initial idea of this article.

Introduction

Named Entity Disambiguation (NED) is an essential task in Natural Language Processing (NLP) for resolving ambiguous mentions of named entities to their corresponding unambiguous entities in a reference knowledge base.