Package org.tribuo.data.text

Interface TextPipeline

All Superinterfaces:
com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>
All Known Implementing Classes:
BasicPipeline, BERTFeatureExtractor, TokenPipeline
public interface TextPipeline extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>
A pipeline that takes a String and returns a List of Features. This list is not guaranteed to have unique elements.

  • Method Summary

    Modifier and Type
    Method
    Description
    List<Feature>
    process(String tag, String data)
    Extracts a list of features from the supplied text, using the tag to prepend the feature names.

    Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

    postConfig

    Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

    getProvenance

  • Method Details

    • process

      List<Feature> process(String tag, String data)
      Extracts a list of features from the supplied text, using the tag to prepend the feature names.
      Parameters:
      tag - The feature name tag.
      data - The text to extract.
      Returns:
      The extracted features.