Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks

Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya

Topic models aim to reveal latent structures within a corpus of text, typically through the use of term-frequency statistics over bag-of-words representations from documents. In re…