covid_qa_castorini

อ้างอิง:

• รหัส
• กอดหน้า

covid_qa_deepset

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:covid_qa_castorini/covid_qa_deepset')

• คำอธิบาย :

COVID-QA is a Question Answering dataset consisting of 2,019 question/answer pairs annotated by volunteer biomedical experts on scientific articles related to COVID-19.

• ใบอนุญาต : ใบอนุญาต Apache 2.0
• เวอร์ชัน : 1.0.0
• แยก :

แยก	ตัวอย่าง
'train'	2019

• คุณสมบัติ :

{
    "document_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "is_impossible": {
        "dtype": "bool",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

โควิดกา

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:covid_qa_castorini/covidqa')

• คำอธิบาย :

CovidQA is the beginnings of a question answering dataset specifically designed for COVID-19, built by hand from knowledge gathered from Kaggle's COVID-19 Open Research Dataset Challenge.

• ใบอนุญาต : ใบอนุญาต Apache 2.0
• เวอร์ชั่น : 0.2.0
• แยก :

แยก	ตัวอย่าง
'train'	27

• คุณสมบัติ :

{
    "category_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_query": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "keyword_query": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "title": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "exact_answer": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

covid_qa_castorini

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:covid_qa_castorini/covid_qa_castorini')

• คำอธิบาย :

CovidQA is the beginnings of a question answering dataset specifically designed for COVID-19, built by hand from knowledge gathered from Kaggle's COVID-19 Open Research Dataset Challenge.

• ใบอนุญาต : ใบอนุญาต Apache 2.0
• เวอร์ชั่น : 0.2.0
• แยก :

แยก	ตัวอย่าง
'train'	27

• คุณสมบัติ :

{
    "category_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question_query": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "keyword_query": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "title": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "exact_answer": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}