ไม่กี่_rel

อ้างอิง:

• รหัส
• กอดหน้า

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

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

• คำอธิบาย :

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.

• ใบอนุญาต : https://raw.githubusercontent.com/thunlp/FewRel/master/LICENSE
• เวอร์ชัน : 1.0.0
• แยก :

แยก	ตัวอย่าง
'pubmed_unsupervised'	2500
'train_wiki'	44800
'val_nyt'	2500
'val_pubmed'	1,000
'val_semeval'	8851
'val_wiki'	11200

• คุณสมบัติ :

{
    "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

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

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

• คำอธิบาย :

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.

• ใบอนุญาต : https://raw.githubusercontent.com/thunlp/FewRel/master/LICENSE
• เวอร์ชัน : 1.0.0
• แยก :

แยก	ตัวอย่าง
'pid2name'	744

• คุณสมบัติ :

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