https://maartengr.github.io/BERTopic/getting_started/embeddings/embeddings.html
1. Embeddings - BERTopic
Leveraging BERT and a class-based TF-IDF to create easily interpretable topics.
embeddingsbertopic
https://huggingface.co/papers/2203.05794
Paper page - BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Join the discussion on this paper page
https://biblio.ugent.be/publication/01JSY0TDTHC6BVV7AP0VTYFB2M
Making sense of BERTopic : a deep dive into topic reduction techniques
a deep divemaking sensebertopic
https://maartengr.github.io/BERTopic/getting_started/visualization/visualize_documents.html
Documents - BERTopic
Leveraging BERT and a class-based TF-IDF to create easily interpretable topics.
documentsbertopic
https://repository.gatech.edu/entities/publication/d86f576c-386e-445e-b640-f997cee13e53
Temporal evolution of aviation safety topics: comparing Sructural Topic Modeling and BERTopic on...
The aviation industry has achieved remarkable safety improvements despite increasing flight volumes and aircraft in service. With fatal accidents now extremely...
https://www.computer.org/publications/tech-news/community-voices/llm-safety
Monitoring LLM Safety Failures via BERTopic
Learn to map LLM failure modes like hallucinations and PII leaks using BERTopic and UMAP to automate safety monitoring at scale.
monitoringllmsafetyfailuresvia