| # PIE Dataset Card for "conll2003" |
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| This is a [PyTorch-IE](https://github.com/ChristophAlt/pytorch-ie) wrapper for the |
| [CoNLL 2003 Huggingface dataset loading script](https://huggingface.co/datasets/conll2003). |
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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) |
| - `id` (str, optional) |
| - `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/ArneBinder/pie-documents/blob/main/src/pie_documents/annotations.py) for the annotation type definitions. |
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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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| - `pie_documents.documents.TextDocumentWithLabeledSpans` |
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| See [here](https://github.com/ArneBinder/pie-documents/blob/main/src/pie_documents/documents.py) for the document type |
| definitions. |
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