openbookqa

مراجع:

اصلی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:openbookqa/main')
  • توضیحات :
OpenBookQA aims to promote research in advanced question-answering, probing a deeper understanding of both the topic
(with salient facts summarized as an open book, also provided with the dataset) and the language it is expressed in. In
particular, it contains questions that require multi-step reasoning, use of additional common and commonsense knowledge,
and rich text comprehension.
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding
of a subject.
  • مجوز : مجوز شناخته شده ای وجود ندارد
  • نسخه : 1.0.1
  • تقسیم ها :
تقسیم کنید نمونه ها
'test' 500
'train' 4957
'validation' 500
  • ویژگی ها :
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_stem": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "label": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

اضافی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:openbookqa/additional')
  • توضیحات :
OpenBookQA aims to promote research in advanced question-answering, probing a deeper understanding of both the topic
(with salient facts summarized as an open book, also provided with the dataset) and the language it is expressed in. In
particular, it contains questions that require multi-step reasoning, use of additional common and commonsense knowledge,
and rich text comprehension.
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding
of a subject.
  • مجوز : مجوز شناخته شده ای وجود ندارد
  • نسخه : 1.0.1
  • تقسیم ها :
تقسیم کنید نمونه ها
'test' 500
'train' 4957
'validation' 500
  • ویژگی ها :
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_stem": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "label": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answerKey": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "fact1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "humanScore": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    },
    "clarity": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    },
    "turkIdAnonymized": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}