BERTopic is the future of topic modeling in NLP

Hi all, I've been learning about BERTopic recently, an incredibly simple to use library that allows us to do some seriously cool stuff in topic modeling. I dived into the details in [this article](https://www.pinecone.io/learn/bertopic/), in short:

* Uses transformer models to generate *meaningful* vector representations of text
* Fascinating techniques like UMAP and HDBSCAN are used to produce clusters from these vector representations
* A modified TF-IDF (called c-TF-IDF) finds the most relevant keywords for each cluster and assigns these …

future languagetechnology modeling nlp topic modeling