bertopic

Topic modeling technique that uses BERT embeddings to create dense clusters of topics. It leverages the semantic understanding of BERT to provide more coherent and meaningful topics compared to traditional methods, integrating with various clustering algorithms and offering dynamic topic modeling and visualization tools. BERTopic is particularly useful for researchers and data scientists seeking advanced topic modeling capabilities with improved coherence and interpretability.