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story_cloze

References:

2016

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:story_cloze/2016')
  • Description:
Story Cloze Test' is a commonsense reasoning framework for evaluating story understanding,
story generation, and script learning.This test requires a system to choose the correct ending
to a four-sentence story.
  • License: No known license
  • Version: 0.0.0
  • Splits:
Split Examples
'test' 1871
'validation' 1871
  • Features:
{
    "story_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_3": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_4": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_quiz1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_quiz2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_right_ending": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

2018

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:story_cloze/2018')
  • Description:
Story Cloze Test' is a commonsense reasoning framework for evaluating story understanding,
story generation, and script learning.This test requires a system to choose the correct ending
to a four-sentence story.
  • License: No known license
  • Version: 0.0.0
  • Splits:
Split Examples
'validation' 1571
  • Features:
{
    "story_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_3": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "input_sentence_4": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_quiz1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_quiz2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "answer_right_ending": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}