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duorc

参考:

SelfRC

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:duorc/SelfRC')
  • 说明
DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie.
拆分 样本
'test' 12559
'train' 60721
'validation' 12961
  • 特征
{
    "plot_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "plot": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "title": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "no_answer": {
        "dtype": "bool",
        "id": null,
        "_type": "Value"
    }
}

ParaphraseRC

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:duorc/ParaphraseRC')
  • 说明
DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie.
拆分 样本
'test' 15857
'train' 69524
'validation' 15591
  • 特征
{
    "plot_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "plot": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "title": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "no_answer": {
        "dtype": "bool",
        "id": null,
        "_type": "Value"
    }
}