مراجع:
mkqa
برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:
ds = tfds.load('huggingface:mkqa/mkqa')
- توضیحات :
We introduce MKQA, an open-domain question answering evaluation set comprising 10k question-answer pairs aligned across 26 typologically diverse languages (260k question-answer pairs in total). The goal of this dataset is to provide a challenging benchmark for question answering quality across a wide set of languages.
- مجوز : CC BY-SA 3.0
- نسخه : 1.0.0
- تقسیم ها :
| تقسیم کنید | نمونه ها |
|---|---|
'train' | 10000 |
- ویژگی ها :
{
"example_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"queries": {
"ar": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"da": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"de": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"en": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"es": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"fi": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"fr": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"he": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"hu": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"it": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ja": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ko": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"km": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ms": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"nl": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"no": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"pl": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"pt": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ru": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sv": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"th": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tr": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"vi": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"zh_cn": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"zh_hk": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"zh_tw": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"query": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"answers": {
"ar": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"da": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"de": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"en": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"es": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"fi": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"fr": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"he": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"hu": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"it": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"ja": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"ko": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"km": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"ms": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"nl": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"no": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"pl": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"pt": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"ru": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"sv": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"th": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"tr": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"vi": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"zh_cn": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"zh_hk": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
],
"zh_tw": [
{
"type": {
"num_classes": 8,
"names": [
"entity",
"long_answer",
"unanswerable",
"date",
"number",
"number_with_unit",
"short_phrase",
"binary"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"aliases": [
{
"dtype": "string",
"id": null,
"_type": "Value"
}
]
}
]
}
}