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+ # PIE Dataset Card for "conll2003"
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+ This is a [PyTorch-IE](https://github.com/ChristophAlt/pytorch-ie) wrapper for the
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+ [CoNLL 2003 Huggingface dataset loading script](https://huggingface.co/datasets/conll2003).
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+
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+ ## Data Schema
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+ The document type for this dataset is `CoNLL2003Document` which defines the following data fields:
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+ - `text` (str)
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+ - `id` (str, optional)
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+ - `metadata` (dictionary, optional)
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+ and the following annotation layers:
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+ - `entities` (annotation type: `LabeledSpan`, target: `text`)
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+ See [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/annotations.py) for the annotation type definitions.
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+
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+ ## Document Converters
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+ The dataset provides document converters for the following target document types:
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+ - `pytorch_ie.documents.TextDocumentWithLabeledSpans`
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+ See [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/documents.py) for the document type
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+ definitions.