| # PIE Dataset Card for "conll2003" | |
| 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). | |
| ## 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](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/annotations.py) for the annotation type definitions. | |
| ## Document Converters | |
| The dataset provides document converters for the following target document types: | |
| - `pytorch_ie.documents.TextDocumentWithLabeledSpans` | |
| See [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/documents.py) for the document type | |
| definitions. | |