big_patent

참고자료:

모두

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요.

ds = tfds.load('huggingface:big_patent/all')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 67072
'train' 1207222
'validation' 67068
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

에이

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요.

ds = tfds.load('huggingface:big_patent/a')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 9675
'train' 174134
'validation' 9674
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

비

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요.

ds = tfds.load('huggingface:big_patent/b')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 8974
'train' 161520
'validation' 8973
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

기음

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/c')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 5614
'train' 101042
'validation' 5613
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

디

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/d')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 565
'train' 10164
'validation' 565
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

이자형

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/e')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 1914년
'train' 34443
'validation' 1914년
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

에프

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/f')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 4754
'train' 85568
'validation' 4754
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

g

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/g')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 14386
'train' 258935
'validation' 14385
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

시간

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/h')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 14279
'train' 257019
'validation' 14279
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

와이

TFDS에 이 데이터세트를 로드하려면 다음 명령어를 사용하세요. 

ds = tfds.load('huggingface:big_patent/y')
  • 설명 : 
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.
  • 라이센스 : 크리에이티브 커먼즈 저작자표시 4.0 국제
  • 버전 : 1.0.0
  • 분할 :
나뉘다 예
'test' 6911
'train' 124397
'validation' 6911
  • 특징 : 
{
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}