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:
pytorch_ie.documents.TextDocumentWithLabeledSpans
See here for the document type definitions.