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quoref

References:

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:quoref')
  • Description:
Quoref is a QA dataset which tests the coreferential reasoning capability of reading comprehension systems. In this 
span-selection benchmark containing 24K questions over 4.7K paragraphs from Wikipedia, a system must resolve hard 
coreferences before selecting the appropriate span(s) in the paragraphs for answering questions.
  • License: No known license
  • Version: 0.1.0
  • Splits:
Split Examples
'train' 19399
'validation' 2418
  • Features:
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "title": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "url": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "answer_start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}