scifact

Références :

corpus

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:scifact/corpus')

Description :

SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.

Licence : Aucune licence connue
Version : 1.0.0
Divisions :

Diviser	Exemples
`'train'`	5183

Caractéristiques :

{
    "doc_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "title": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "structured": {
        "dtype": "bool",
        "id": null,
        "_type": "Value"
    }
}

réclamations

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:scifact/claims')

Description :

SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.

Licence : Aucune licence connue
Version : 1.0.0
Divisions :

Diviser	Exemples
`'test'`	300
`'train'`	1261
`'validation'`	450

Caractéristiques :

{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "claim": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_doc_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_label": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "evidence_sentences": {
        "feature": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "cited_doc_ids": {
        "feature": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}