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I am working on extracting information from raw text and have created an NER model with 6 entities. I want to pass the output of the NER model to textcat multilabel models. Specifically, I have created different textcat multilabel models for each entity to improve precision. Now that I have all the models ready, I need guidance on how to add them to the pipeline.

Here are the steps I am trying to implement:

NER Model: Outputs 6 entities in an array. Textcat Multilabel Models: Use the output from the NER model to get the final output for each entity. Could anyone provide advice or examples on how to integrate these models into a single pipeline?

Thank you!

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  • Please clarify your specific problem or provide additional details to highlight exactly what you need. As it's currently written, it's hard to tell exactly what you're asking.
    – Community Bot
    Commented Jul 10 at 1:46
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