สมาร์ทดาต้า

อ้างอิง:

• รหัส
• กอดหน้า

สมาร์ทดาต้า-v3_20200302

ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:

ds = tfds.load('huggingface:smartdata/smartdata-v3_20200302')

• คำอธิบาย :

DFKI SmartData Corpus is a dataset of 2598 German-language documents
which has been annotated with fine-grained geo-entities, such as streets,
stops and routes, as well as standard named entity types. It has also
been annotated with a set of 15 traffic- and industry-related n-ary
relations and events, such as Accidents, Traffic jams, Acquisitions,
and Strikes. The corpus consists of newswire texts, Twitter messages,
and traffic reports from radio stations, police and railway companies.
It allows for training and evaluating both named entity recognition
algorithms that aim for fine-grained typing of geo-entities, as well
as n-ary relation extraction systems.

• ใบอนุญาต : CC-BY 4.0
• เวอร์ชั่น : 1.1.0
• แยก :

• คุณสมบัติ :

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "tokens": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "ner_tags": {
        "feature": {
            "num_classes": 33,
            "names": [
                "O",
                "B-DATE",
                "I-DATE",
                "B-DISASTER_TYPE",
                "I-DISASTER_TYPE",
                "B-DISTANCE",
                "I-DISTANCE",
                "B-DURATION",
                "I-DURATION",
                "B-LOCATION",
                "I-LOCATION",
                "B-LOCATION_CITY",
                "I-LOCATION_CITY",
                "B-LOCATION_ROUTE",
                "I-LOCATION_ROUTE",
                "B-LOCATION_STOP",
                "I-LOCATION_STOP",
                "B-LOCATION_STREET",
                "I-LOCATION_STREET",
                "B-NUMBER",
                "I-NUMBER",
                "B-ORGANIZATION",
                "I-ORGANIZATION",
                "B-ORGANIZATION_COMPANY",
                "I-ORGANIZATION_COMPANY",
                "B-ORG_POSITION",
                "I-ORG_POSITION",
                "B-PERSON",
                "I-PERSON",
                "B-TIME",
                "I-TIME",
                "B-TRIGGER",
                "I-TRIGGER"
            ],
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}