سرنخ

مراجع:

• کد
• صورت در آغوش گرفته

afqmc

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/afqmc')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	3861
'train'	34334
'validation'	4316

• ویژگی ها :

{
    "sentence1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

tnews

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/tnews')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	10000
'train'	53360
'validation'	10000

• ویژگی ها :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 15,
        "names": [
            "100",
            "101",
            "102",
            "103",
            "104",
            "106",
            "107",
            "108",
            "109",
            "110",
            "112",
            "113",
            "114",
            "115",
            "116"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

iflytek

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/iflytek')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	2600
'train'	12133
'validation'	2599

• ویژگی ها :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 119,
        "names": [
            "0",
            "1",
            "2",
            "3",
            "4",
            "5",
            "6",
            "7",
            "8",
            "9",
            "10",
            "11",
            "12",
            "13",
            "14",
            "15",
            "16",
            "17",
            "18",
            "19",
            "20",
            "21",
            "22",
            "23",
            "24",
            "25",
            "26",
            "27",
            "28",
            "29",
            "30",
            "31",
            "32",
            "33",
            "34",
            "35",
            "36",
            "37",
            "38",
            "39",
            "40",
            "41",
            "42",
            "43",
            "44",
            "45",
            "46",
            "47",
            "48",
            "49",
            "50",
            "51",
            "52",
            "53",
            "54",
            "55",
            "56",
            "57",
            "58",
            "59",
            "60",
            "61",
            "62",
            "63",
            "64",
            "65",
            "66",
            "67",
            "68",
            "69",
            "70",
            "71",
            "72",
            "73",
            "74",
            "75",
            "76",
            "77",
            "78",
            "79",
            "80",
            "81",
            "82",
            "83",
            "84",
            "85",
            "86",
            "87",
            "88",
            "89",
            "90",
            "91",
            "92",
            "93",
            "94",
            "95",
            "96",
            "97",
            "98",
            "99",
            "100",
            "101",
            "102",
            "103",
            "104",
            "105",
            "106",
            "107",
            "108",
            "109",
            "110",
            "111",
            "112",
            "113",
            "114",
            "115",
            "116",
            "117",
            "118"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

cmnli

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/cmnli')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	13880
'train'	391783
'validation'	12241

• ویژگی ها :

{
    "sentence1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "neutral",
            "entailment",
            "contradiction"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

cluewsc2020

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/cluewsc2020')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	2574
'train'	1244
'validation'	304

• ویژگی ها :

{
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 2,
        "names": [
            "true",
            "false"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "target": {
        "span1_text": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "span2_text": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "span1_index": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        },
        "span2_index": {
            "dtype": "int32",
            "id": null,
            "_type": "Value"
        }
    }
}

csl

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/csl')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	3000
'train'	20000
'validation'	3000

• ویژگی ها :

{
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "corpus_id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "abst": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 2,
        "names": [
            "0",
            "1"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "keyword": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

cmrc2018

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/cmrc2018')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	2000
'train'	10142
'trial'	1002
'validation'	3219

• ویژگی ها :

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

drcd

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/drcd')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	3493
'train'	26936
'validation'	3524

• ویژگی ها :

{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "context": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answers": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "answer_start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

بچه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/chid')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیم ها :

تقسیم کنید	نمونه ها
'test'	3447
'train'	84709
'validation'	3218

• ویژگی ها :

{
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "candidates": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "content": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answers": {
        "feature": {
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "candidate_id": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

ج3

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/c3')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	1625
'train'	11869
'validation'	3816

• ویژگی ها :

{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "context": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choice": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

ocnli

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/ocnli')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	3000
'train'	50437
'validation'	2950

• ویژگی ها :

{
    "sentence1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "neutral",
            "entailment",
            "contradiction"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

تشخیصی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:clue/diagnostics')

• توضیحات :

CLUE, A Chinese Language Understanding Evaluation Benchmark
(https://www.cluebenchmarks.com/) is a collection of resources for training,
evaluating, and analyzing Chinese language understanding systems.

• مجوز : مجوز شناخته شده ای وجود ندارد
• نسخه : 1.0.0
• تقسیمات :

تقسیم کنید	نمونه ها
'test'	514

• ویژگی ها :

{
    "sentence1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "neutral",
            "entailment",
            "contradiction"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}