The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    ImportError
Message:      To be able to use pie/biorel, you need to install the following dependencies: pytorch_ie, pie_datasets.
Please install them using 'pip install pytorch_ie pie_datasets' for instance.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
                  config_names = get_dataset_config_names(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 347, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1914, in dataset_module_factory
                  raise e1 from None
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1880, in dataset_module_factory
                  return HubDatasetModuleFactoryWithScript(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1504, in get_module
                  local_imports = _download_additional_modules(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 354, in _download_additional_modules
                  raise ImportError(
              ImportError: To be able to use pie/biorel, you need to install the following dependencies: pytorch_ie, pie_datasets.
              Please install them using 'pip install pytorch_ie pie_datasets' for instance.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co./docs/hub/datasets-cards)

PIE Dataset Card for "BioRel"

This is a PyTorch-IE wrapper for the BioRel Huggingface dataset loading script.

Data Schema

The document type for this dataset is BioRelDocument which defines the following data fields:

  • text (str)

and the following annotation layers:

  • entities (annotation type: SpanWithIdAndName, target: text)
  • relations (annotation type: BinaryRelation, target: entities)

SpanWithIdAndName is a custom annotation type that extends typical Span with the following data fields:

  • id (str, for entity identification)
  • name (str, entity string between span start and end)

See here and here for the annotation type definitions.

Document Converters

The dataset provides predefined document converters for the following target document types:

  • pie_modules.documents.TextDocumentWithLabeledSpansAndBinaryRelations

See here and here for the document type definitions.

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