hope_edi

参考：

english

使用以下命令在 TFDS 中加载此数据集：

ds = tfds.load('huggingface:hope_edi/english')
  • 说明：
A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.
  • 许可：Creative Commons Attribution 4.0 International Licence
  • 版本：1.0.0
  • 拆分：
拆分 样本
'train' 22762
'validation' 2843
  • 特征：
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-English"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

tamil

使用以下命令在 TFDS 中加载此数据集：

ds = tfds.load('huggingface:hope_edi/tamil')
  • 说明：
A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.
  • 许可：Creative Commons Attribution 4.0 International Licence
  • 版本：1.0.0
  • 拆分：
拆分 样本
'train' 16160
'validation' 2018
  • 特征：
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-Tamil"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

malayalam

使用以下命令在 TFDS 中加载此数据集：

ds = tfds.load('huggingface:hope_edi/malayalam')
  • 说明：
A Hope Speech dataset for Equality, Diversity and Inclusion (HopeEDI) containing user-generated comments from the social media platform YouTube with 28,451, 20,198 and 10,705 comments in English, Tamil and Malayalam, respectively, manually labelled as containing hope speech or not.
  • 许可：Creative Commons Attribution 4.0 International Licence
  • 版本：1.0.0
  • 拆分：
拆分 样本
'train' 8564
'validation' 1070
  • 特征：
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "Hope_speech",
            "Non_hope_speech",
            "not-malayalam"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}