onestop_qa

Người giới thiệu:

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

ds = tfds.load('huggingface:onestop_qa')
  • Mô tả :
OneStopQA is a multiple choice reading comprehension dataset annotated according to the STARC (Structured Annotations for Reading Comprehension) scheme. The reading materials are Guardian articles taken from the [OneStopEnglish corpus](https://github.com/nishkalavallabhi/OneStopEnglishCorpus). Each article comes in three difficulty levels, Elementary, Intermediate and Advanced. Each paragraph is annotated with three multiple choice reading comprehension questions. The reading comprehension questions can be answered based on any of the three paragraph levels.
  • Giấy phép : Creative Commons Attribution-ShareAlike 4.0 International License
  • Phiên bản : 1.1.0
  • Tách :
Tách ra Các ví dụ
'train' 1458
  • Các tính năng :
{
    "title": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "paragraph": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "level": {
        "num_classes": 3,
        "names": [
            "Adv",
            "Int",
            "Ele"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "paragraph_index": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": 4,
        "id": null,
        "_type": "Sequence"
    },
    "a_span": {
        "feature": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "d_span": {
        "feature": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}