CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling

Zheng Fang, Yulan He, Rob Procter

Most existing topic models rely on bag-of-words (BOW) representation, which limits their ability to capture word order information and leads to challenges with out-of-vocabulary (O…