sốt

Tài liệu tham khảo:

v1.0

Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:

ds = tfds.load('huggingface:fever/v1.0')

Sự miêu tả :

With billions of individual pages on the web providing information on almost every conceivable topic, we should have the ability to collect facts that answer almost every conceivable question. However, only a small fraction of this information is contained in structured sources (Wikidata, Freebase, etc.) – we are therefore limited by our ability to transform free-form text to structured knowledge. There is, however, another problem that has become the focus of a lot of recent research and media coverage: false information coming from unreliable sources. [1] [2]

The FEVER workshops are a venue for work in verifiable knowledge extraction and to stimulate progress in this direction.

FEVER  V1.0

Giấy phép : Không có giấy phép được biết đến
Phiên bản : 1.0.0
Chia tách :

Tách ra	Ví dụ
`'labelled_dev'`	37566
`'paper_dev'`	18999
`'paper_test'`	18567
`'train'`	311431
`'unlabelled_dev'`	19998
`'unlabelled_test'`	19998

Đặc trưng :

{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "claim": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_annotation_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "evidence_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "evidence_wiki_url": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_sentence_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

v2.0

Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:

ds = tfds.load('huggingface:fever/v2.0')

Sự miêu tả :

With billions of individual pages on the web providing information on almost every conceivable topic, we should have the ability to collect facts that answer almost every conceivable question. However, only a small fraction of this information is contained in structured sources (Wikidata, Freebase, etc.) – we are therefore limited by our ability to transform free-form text to structured knowledge. There is, however, another problem that has become the focus of a lot of recent research and media coverage: false information coming from unreliable sources. [1] [2]

The FEVER workshops are a venue for work in verifiable knowledge extraction and to stimulate progress in this direction.

FEVER  V2.0

Giấy phép : Không có giấy phép được biết đến
Phiên bản : 2.0.0
Chia tách :

Tách ra	Ví dụ
`'validation'`	2384

Đặc trưng :

{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "claim": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_annotation_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "evidence_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "evidence_wiki_url": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_sentence_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

wiki_pages

Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:

ds = tfds.load('huggingface:fever/wiki_pages')

Sự miêu tả :

With billions of individual pages on the web providing information on almost every conceivable topic, we should have the ability to collect facts that answer almost every conceivable question. However, only a small fraction of this information is contained in structured sources (Wikidata, Freebase, etc.) – we are therefore limited by our ability to transform free-form text to structured knowledge. There is, however, another problem that has become the focus of a lot of recent research and media coverage: false information coming from unreliable sources. [1] [2]

The FEVER workshops are a venue for work in verifiable knowledge extraction and to stimulate progress in this direction.

Wikipedia pages

Giấy phép : Không có giấy phép được biết đến
Phiên bản : 1.0.0
Chia tách :

Tách ra	Ví dụ
`'wikipedia_pages'`	5416537

Đặc trưng :

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lines": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}