ofensaval_dravidian

Referências:

tâmil

Use o seguinte comando para carregar este conjunto de dados no TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/tamil')

Descrição :

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.

Licença : Licença Creative Commons Atribuição 4.0 Internacional
Versão : 1.0.0
Divisões :

Dividir	Exemplos
`'train'`	35139
`'validation'`	4388

Características :

{
    "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"
    }
}

malaiala

Use o seguinte comando para carregar este conjunto de dados no TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/malayalam')

Descrição :

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.

Licença : Licença Creative Commons Atribuição 4.0 Internacional
Versão : 1.0.0
Divisões :

Dividir	Exemplos
`'train'`	16010
`'validation'`	1999

Características :

{
    "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 o seguinte comando para carregar este conjunto de dados no TFDS:

ds = tfds.load('huggingface:offenseval_dravidian/kannada')

Descrição :

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.

Licença : Licença Creative Commons Atribuição 4.0 Internacional
Versão : 1.0.0
Divisões :

Dividir	Exemplos
`'train'`	6217
`'validation'`	777

Características :

{
    "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"
    }
}