Supratik Ghosh comments

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                                            Supratik Ghosh

reduce_topics assigns many documents to -1

can anyone tell me is there anyway(or any in-built method of BerTopic) by which I can avoid assigning documents to Topic -1?? Basically my requirement is if I pass nr_topics=10,...

reduce_topics assigns many documents to -1

Thanks for the solution @MaartenGr . I have two more doubts, it would be nice if you can clear them - 1. if we use the above way of KMeans...

reduce_topics assigns many documents to -1

Thanks @MaartenGr , I guess you have provided a solution for my first query. I will try that out and let you know if I face any challenges. Also would...

reduce_topics assigns many documents to -1

Thanks @MaartenGr for giving different possible solutions. Just need one more confirmation if I use TF-IDF representation for the entire long document, How can I pass that to the BerTopic...

reduce_topics assigns many documents to -1

Thanks @MaartenGr for the solutions, TFIDF embeddings are also working fine. But one thing I have seen even when you pass the same data to the BerTopic model the output...