dữ liệu thông minh

Người giới thiệu:

thông minh-v3_20200302

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

ds = tfds.load('huggingface:smartdata/smartdata-v3_20200302')
  • Sự miêu tả :
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.
  • Giấy phép : CC-BY 4.0
  • Phiên bản : 1.1.0
  • Chia tách :
Tách ra Ví dụ
'test' 230
'train' 1861
'validation' 228
  • Đặc trưng :
    "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": [
            "names_file": null,
            "id": null,
            "_type": "ClassLabel"
        "length": -1,
        "id": null,
        "_type": "Sequence"