Zero-Shot

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I have a question about Zero-Shot. I used Zero -shot BERTOPIC to do topic mining for my dissertation. I need to explain in more detail about the process. In the case, zero-shot and HDBSCAN are initiated concurrently or Zero-shot classification precede HDBSCAN clustering? I asked GPT4, at first, it said do HDBSCAN first and then use Zeroshot to label the document. then I give the flowchart to GPT4, it said do Zero-shot first and then HDBSCAN. Then I asked a few questions and GPT4 said look like "Simultaneous Processing Paths: zero shot and HDBSCAN as two paths. So if you could provide more detailed explanation about the process I will appreciate it very much since the committee may ask such questions. Thanks again.

The issue concerns BERTopic's zero-shot topic modeling and HDBSCAN clustering flow. Start by tracing the documented BERTopic modeling process and the zero-shot and HDBSCAN components; done means providing a clear explanation of their ordering or parallel paths for readers and dissertation documentation.

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