matinf

Tài liệu tham khảo:

phân loại tuổi

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

ds = tfds.load('huggingface:matinf/age_classification')
  • Sự miêu tả : 
MATINF is the first jointly labeled large-scale dataset for classification, question answering and summarization.
MATINF contains 1.07 million question-answer pairs with human-labeled categories and user-generated question 
descriptions. Based on such rich information, MATINF is applicable for three major NLP tasks, including classification, 
question answering, and summarization. We benchmark existing methods and a novel multi-task baseline over MATINF to 
inspire further research. Our comprehensive comparison and experiments over MATINF and other datasets demonstrate the 
merits held by MATINF.
  • Giấy phép : Không có giấy phép được biết đến
  • Phiên bản : 1.0.0
  • Chia tách :
Tách ra Ví dụ
'test' 38318
'train' 134852
'validation' 19323
  • Đặc trưng : 
{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "0-1\u5c81",
            "1-2\u5c81",
            "2-3\u5c81"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

chủ đề_phân loại

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

ds = tfds.load('huggingface:matinf/topic_classification')
  • Sự miêu tả : 
MATINF is the first jointly labeled large-scale dataset for classification, question answering and summarization.
MATINF contains 1.07 million question-answer pairs with human-labeled categories and user-generated question 
descriptions. Based on such rich information, MATINF is applicable for three major NLP tasks, including classification, 
question answering, and summarization. We benchmark existing methods and a novel multi-task baseline over MATINF to 
inspire further research. Our comprehensive comparison and experiments over MATINF and other datasets demonstrate the 
merits held by MATINF.
  • Giấy phép : Không có giấy phép được biết đến
  • Phiên bản : 1.0.0
  • Chia tách :
Tách ra Ví dụ
'test' 175363
'train' 613036
'validation' 87519
  • Đặc trưng : 
{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 18,
        "names": [
            "\u4ea7\u8925\u671f\u4fdd\u5065",
            "\u513f\u7ae5\u8fc7\u654f",
            "\u52a8\u4f5c\u53d1\u80b2",
            "\u5a74\u5e7c\u4fdd\u5065",
            "\u5a74\u5e7c\u5fc3\u7406",
            "\u5a74\u5e7c\u65e9\u6559",
            "\u5a74\u5e7c\u671f\u5582\u517b",
            "\u5a74\u5e7c\u8425\u517b",
            "\u5b55\u671f\u4fdd\u5065",
            "\u5bb6\u5ead\u6559\u80b2",
            "\u5e7c\u513f\u56ed",
            "\u672a\u51c6\u7236\u6bcd",
            "\u6d41\u4ea7\u548c\u4e0d\u5b55",
            "\u75ab\u82d7\u63a5\u79cd",
            "\u76ae\u80a4\u62a4\u7406",
            "\u5b9d\u5b9d\u4e0a\u706b",
            "\u8179\u6cfb",
            "\u5a74\u5e7c\u5e38\u89c1\u75c5"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

tóm tắt

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

ds = tfds.load('huggingface:matinf/summarization')
  • Sự miêu tả : 
MATINF is the first jointly labeled large-scale dataset for classification, question answering and summarization.
MATINF contains 1.07 million question-answer pairs with human-labeled categories and user-generated question 
descriptions. Based on such rich information, MATINF is applicable for three major NLP tasks, including classification, 
question answering, and summarization. We benchmark existing methods and a novel multi-task baseline over MATINF to 
inspire further research. Our comprehensive comparison and experiments over MATINF and other datasets demonstrate the 
merits held by MATINF.
  • Giấy phép : Không có giấy phép được biết đến
  • Phiên bản : 1.0.0
  • Chia tách :
Tách ra Ví dụ
'test' 213681
'train' 747888
'validation' 106842
  • Đặc trưng : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

qa

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

ds = tfds.load('huggingface:matinf/qa')
  • Sự miêu tả : 
MATINF is the first jointly labeled large-scale dataset for classification, question answering and summarization.
MATINF contains 1.07 million question-answer pairs with human-labeled categories and user-generated question 
descriptions. Based on such rich information, MATINF is applicable for three major NLP tasks, including classification, 
question answering, and summarization. We benchmark existing methods and a novel multi-task baseline over MATINF to 
inspire further research. Our comprehensive comparison and experiments over MATINF and other datasets demonstrate the 
merits held by MATINF.
  • Giấy phép : Không có giấy phép được biết đến
  • Phiên bản : 1.0.0
  • Chia tách :
Tách ra Ví dụ
'test' 213681
'train' 747888
'validation' 106842
  • Đặc trưng : 
{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}