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big_patent

参考:

all

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/all')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 67072
'train' 1207222
'validation' 67068
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

a

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/a')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 9675
'train' 174134
'validation' 9674
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

b

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/b')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 8974
'train' 161520
'validation' 8973
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

c

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/c')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 5614
'train' 101042
'validation' 5613
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

d

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/d')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 565
'train' 10164
'validation' 565
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

e

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/e')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 1914
'train' 34443
'validation' 1914
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

f

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/f')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 4754
'train' 85568
'validation' 4754
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

g

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/g')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 14386
'train' 258935
'validation' 14385
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

h

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/h')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 14279
'train' 257019
'validation' 14279
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

y

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:big_patent/y')
  • 说明
BIGPATENT, consisting of 1.3 million records of U.S. patent documents
along with human written abstractive summaries.
Each US patent application is filed under a Cooperative Patent Classification
(CPC) code. There are nine such classification categories:
A (Human Necessities), B (Performing Operations; Transporting),
C (Chemistry; Metallurgy), D (Textiles; Paper), E (Fixed Constructions),
F (Mechanical Engineering; Lightning; Heating; Weapons; Blasting),
G (Physics), H (Electricity), and
Y (General tagging of new or cross-sectional technology)
There are two features:
  - description: detailed description of patent.
  - abstract: Patent abastract.
  • 许可:Creative Commons Attribution 4.0 International
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 6911
'train' 124397
'validation' 6911
  • 特征
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}