wi_locness

参考文献:

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wi_locness')
  • 説明： 
Write & Improve (Yannakoudakis et al., 2018) is an online web platform that assists non-native
English students with their writing. Specifically, students from around the world submit letters,
stories, articles and essays in response to various prompts, and the W&I system provides instant
feedback. Since W&I went live in 2014, W&I annotators have manually annotated some of these
submissions and assigned them a CEFR level.
  • ライセンス: 不明なライセンス
  • バージョン: 1.1.0
  • 分割:
スプリット例
'train' 3000
'validation' 300
  • 特徴： 
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "userid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "cefr": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "edits": {
        "feature": {
            "start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "end": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

ウィ

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wi_locness/wi')
  • 説明： 
Write & Improve (Yannakoudakis et al., 2018) is an online web platform that assists non-native
English students with their writing. Specifically, students from around the world submit letters,
stories, articles and essays in response to various prompts, and the W&I system provides instant
feedback. Since W&I went live in 2014, W&I annotators have manually annotated some of these
submissions and assigned them a CEFR level.
  • ライセンス: 不明なライセンス
  • バージョン: 1.1.0
  • 分割:
スプリット例
'train' 3000
'validation' 300
  • 特徴： 
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "userid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "cefr": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "edits": {
        "feature": {
            "start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "end": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

偏在性

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wi_locness/locness')
  • 説明： 
Write & Improve (Yannakoudakis et al., 2018) is an online web platform that assists non-native
English students with their writing. Specifically, students from around the world submit letters,
stories, articles and essays in response to various prompts, and the W&I system provides instant
feedback. Since W&I went live in 2014, W&I annotators have manually annotated some of these
submissions and assigned them a CEFR level.
  • ライセンス: 不明なライセンス
  • バージョン: 1.1.0
  • 分割:
スプリット例
'validation' 50
  • 特徴： 
{
    "id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "cefr": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "edits": {
        "feature": {
            "start": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "end": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}