Using Transformer for Topic Modeling - what are the options?

• BERTopic

  22 5,519 8.2 Python

  Leveraging BERT and c-TF-IDF to create easily interpretable topics.

What are the state-of-the-art libraries/models out there? So far I've looked into BERTopic (https://github.com/MaartenGr/BERTopic).

• contextualized-topic-models

  7 1,157 5.0 Python

  A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

  

This library from MILA seems quite neat! I haven’t had the change to play with it though : https://github.com/MilaNLProc/contextualized-topic-models

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

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