| # PIE Dataset Card for "imdb" | |
| This is a [PyTorch-IE](https://github.com/ChristophAlt/pytorch-ie) wrapper for the | |
| [imdb Huggingface dataset loading script](https://huggingface.co/datasets/imdb). | |
| ## Data Schema | |
| The document type for this dataset is `ImdbDocument` which defines the following data fields: | |
| - `text` (str) | |
| - `id` (str, optional) | |
| - `metadata` (dictionary, optional) | |
| and the following annotation layers: | |
| - `label` (annotation type: `Label`, target: `None`) | |
| See [here](https://github.com/ArneBinder/pie-modules/blob/main/src/pie_modules/annotations.py) and | |
| [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/annotations.py) for the annotation | |
| type definitions. | |
| ## Document Converters | |
| The dataset provides predefined document converters for the following target document types: | |
| - `pie_modules.documents.ExtractiveQADocument` (simple cast without any conversion) | |
| See [here](https://github.com/ArneBinder/pie-modules/blob/main/src/pie_modules/documents.py) and | |
| [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/documents.py) for the document type | |
| definitions. | |