hamedR96 / NTM

Implementation of Recent Neural Topic Models (ETM, ATM, Top2Vec, CTM, BERTopic) for 20Newsgroup Corpus.

Implementation of Recent Neural Topic Models

Recent Neural Topic Models for 20Newsgroup Corpus:

ETM: Embedded Topic models (2019) https://doi.org/10.1162/tacl_a_00325

ATM: Adversarial-neural Topic Model (2019): https://doi.org/10.1016/j.ipm.2019.102098

Top2Vec (2020): https://doi.org/10.48550/arXiv.2008.09470

CTM: Contextualized Topic Models (2021): https://aclanthology.org/2021.acl-short.96

BERTopic (2022): https://doi.org/10.48550/arXiv.2203.05794