GloCOM: A Short Text Neural Topic Model via Global Clustering ContextNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual
Information and Group Topic RegularizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 |
A Survey on Neural Topic Models: Methods, Applications, and ChallengesArtificial Intelligence Review (Artif Intell Rev), 2024 |