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Select instances to annotate from the uploaded text

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API Docs: https://api.symanto.net/active-learning/docs#/v2/request_instances_v2__model_id__instances_post

  1. Select Action:

    Status
    titleModel

  2. Select your model

  3. Select Action:

    Status
    titleUpdate

  4. Select Mode:

    Status
    titlerequest
    and select how many instances you want to annotate.

  5. Select sampler:

    1. Random: Returns random text instances from your dataset

    2. Margin

      Status
      colourGreen
      titlerecommended
      : A metric to find uncertain instances for the underlying model

  6. Then click the button “Request”.

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  1. Prepare your data file with the following columns:

    1. Text: Your raw text instances

    2. Label: Label annotations for each text

  2. Select Action:

    Status
    titleevaluate

  3. Upload your file

  4. Select the text column and label column

  5. As a result, you’ll see a table with different performance metrics and a list of text instances where the predicted label and the annotated label mismatch.

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Next:

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Inference