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conll2012_ontonotesv5

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The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    RuntimeError
Message:      Dataset scripts are no longer supported, but found conll2012_ontonotesv5.py
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 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1031, in dataset_module_factory
                  raise e1 from None
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 989, in dataset_module_factory
                  raise RuntimeError(f"Dataset scripts are no longer supported, but found {filename}")
              RuntimeError: Dataset scripts are no longer supported, but found conll2012_ontonotesv5.py

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PIE Dataset Card for CoNLL2012 shared task data based on OntoNotes 5.0

This is a PyTorch-IE (PIE) wrapper for the CoNLL 2012 OntoNotes v.5.0 Huggingface dataset loading script.

Dataset Variants

This dataset contains data in three languages and two versions:

  • arabic_v4
  • chinese_v4
  • english_v4
  • english_v12

Data Schema

The document type for this dataset is Conll2012OntonotesV5Document which defines the following data fields:

  • id (str)
  • tokens (tuple)
  • pos_tags (list)
  • metadata (dictionary, optional)

and the following annotation layers:

  • entities (annotation type: LabeledSpan, target: tokens)
  • parts (annotation type: LabeledSpan, target: tokens)
  • predicates (annotation type: Predicate, target: tokens)
  • sentences (annotation type: Span, target: tokens)
  • coref_mentions (annotation type: Span, target: tokens)
  • coref_clusters (annotation type: SpanSet, target: coref_mentions)
  • srl_arguments (annotation type: Span, target: tokens)
  • srl_relations (annotation type: NaryRelation, target: srl_arguments)
  • word_senses (annotation type: LabeledSpan, target: tokens)
  • speakers (annotation type: Attribute, target: sentences)
  • parse_trees (annotation type: Attribute, target: sentences)

See here for the annotation type definitions.

Document Converters

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

  • pie_documents.documents.TextDocumentWithLabeledSpansAndLabeledPartitions

See here for the document type definitions.

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