let GPT suggest classes for text classification

AH 5 Reputation points
2024-07-17T14:24:11.2166667+00:00

Which Azure AI service should I use to get GPT generated suggestions for suitable text classes (categories, labels) to be later used for a text classification task?

My input would be

  • various text snippet/sentence examples
  • requirements for the text classes (e.g. amount)
Azure AI Language
Azure AI Language
An Azure service that provides natural language capabilities including sentiment analysis, entity extraction, and automated question answering.
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  1. VasaviLankipalle-MSFT 17,471 Reputation points
    2024-07-17T22:41:19.03+00:00

    Hello @AH , Thanks for using Microsoft Q&A Platform.

    To Extract categories of information without creating a custom model you can try the preconfigured NER feature.

    Otherwise, Custom text classification is one of the custom features offered by Azure AI Language especially for text classification tasks.

    It allows users to create custom AI models that classify text into user-defined categories. This works best when you want to classify documents into one or more categories.

    I hope this helps.

    Regards,

    Vasavi

    -Please kindly accept the answer and vote 'yes' if you feel helpful to support the community, thanks.

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