few_rel

مراجع:

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

ds = tfds.load('huggingface:few_rel')

توضیحات :

FewRel is a large-scale few-shot relation extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains.

مجوز : https://raw.githubusercontent.com/thunlp/FewRel/master/LICENSE
نسخه : 1.0.0
تقسیمات :

تقسیم کنید	نمونه ها
`'pubmed_unsupervised'`	2500
`'train_wiki'`	44800
`'val_nyt'`	2500
`'val_pubmed'`	1000
`'val_semeval'`	8851
`'val_wiki'`	11200

ویژگی ها :

{
    "relation": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "tokens": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "head": {
        "text": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "type": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "indices": {
            "feature": {
                "feature": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "tail": {
        "text": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "type": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "indices": {
            "feature": {
                "feature": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        }
    },
    "names": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

pid2name

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

ds = tfds.load('huggingface:few_rel/pid2name')

توضیحات :

FewRel is a large-scale few-shot relation extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains.

مجوز : https://raw.githubusercontent.com/thunlp/FewRel/master/LICENSE
نسخه : 1.0.0
تقسیمات :

تقسیم کنید	نمونه ها
`'pid2name'`	744

ویژگی ها :

{
    "relation": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "names": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}