cnn_dailymail

References:

3.0.0

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:cnn_dailymail/3.0.0')
  • Description:
CNN/DailyMail non-anonymized summarization dataset.

There are two features:
  - article: text of news article, used as the document to be summarized
  - highlights: joined text of highlights with <s> and </s> around each
    highlight, which is the target summary
  • License: No known license
  • Version: 3.0.0
  • Splits:
Split Examples
'test' 11490
'train' 287113
'validation' 13368
  • Features:
{
    "article": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "highlights": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

1.0.0

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:cnn_dailymail/1.0.0')
  • Description:
CNN/DailyMail non-anonymized summarization dataset.

There are two features:
  - article: text of news article, used as the document to be summarized
  - highlights: joined text of highlights with <s> and </s> around each
    highlight, which is the target summary
  • License: No known license
  • Version: 1.0.0
  • Splits:
Split Examples
'test' 11490
'train' 287113
'validation' 13368
  • Features:
{
    "article": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "highlights": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

2.0.0

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:cnn_dailymail/2.0.0')
  • Description:
CNN/DailyMail non-anonymized summarization dataset.

There are two features:
  - article: text of news article, used as the document to be summarized
  - highlights: joined text of highlights with <s> and </s> around each
    highlight, which is the target summary
  • License: No known license
  • Version: 2.0.0
  • Splits:
Split Examples
'test' 11490
'train' 287113
'validation' 13368
  • Features:
{
    "article": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "highlights": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}