offenseval_dravidian

References:

tamil

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/tamil')
  • Description:
Offensive language identification in dravidian lanaguages dataset. The goal of this task is to identify offensive language content of the code-mixed dataset of comments/posts in Dravidian Languages ( (Tamil-English, Malayalam-English, and Kannada-English)) collected from social media.
  • License: Creative Commons Attribution 4.0 International Licence
  • Version: 1.0.0
  • Splits:
Split Examples
'train' 35139
'validation' 4388
  • Features:
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 6,
        "names": [
            "Not_offensive",
            "Offensive_Untargetede",
            "Offensive_Targeted_Insult_Individual",
            "Offensive_Targeted_Insult_Group",
            "Offensive_Targeted_Insult_Other",
            "not-Tamil"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

malayalam

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/malayalam')
  • Description:
Offensive language identification in dravidian lanaguages dataset. The goal of this task is to identify offensive language content of the code-mixed dataset of comments/posts in Dravidian Languages ( (Tamil-English, Malayalam-English, and Kannada-English)) collected from social media.
  • License: Creative Commons Attribution 4.0 International Licence
  • Version: 1.0.0
  • Splits:
Split Examples
'train' 16010
'validation' 1999
  • Features:
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 6,
        "names": [
            "Not_offensive",
            "Offensive_Untargetede",
            "Offensive_Targeted_Insult_Individual",
            "Offensive_Targeted_Insult_Group",
            "Offensive_Targeted_Insult_Other",
            "not-malayalam"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

kannada

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/kannada')
  • Description:
Offensive language identification in dravidian lanaguages dataset. The goal of this task is to identify offensive language content of the code-mixed dataset of comments/posts in Dravidian Languages ( (Tamil-English, Malayalam-English, and Kannada-English)) collected from social media.
  • License: Creative Commons Attribution 4.0 International Licence
  • Version: 1.0.0
  • Splits:
Split Examples
'train' 6217
'validation' 777
  • Features:
{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 6,
        "names": [
            "Not_offensive",
            "Offensive_Untargetede",
            "Offensive_Targeted_Insult_Individual",
            "Offensive_Targeted_Insult_Group",
            "Offensive_Targeted_Insult_Other",
            "not-Kannada"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}