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PIE Dataset Card for "conll2003"

This is a PyTorch-IE wrapper for the CoNLL 2003 Huggingface dataset loading script.

Data Schema

The document type for this dataset is CoNLL2003Document which defines the following data fields:

  • text (str)
  • id (str, optional)
  • metadata (dictionary, optional)

and the following annotation layers:

  • entities (annotation type: LabeledSpan, target: text)

See here for the annotation type definitions.

Document Converters

The dataset provides document converters for the following target document types:

  • pie_documents.documents.TextDocumentWithLabeledSpans

See here for the document type definitions.

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