ar_sarcasm

مراجع:

استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:

ds = tfds.load('huggingface:ar_sarcasm')
  • الوصف :
ArSarcasm is a new Arabic sarcasm detection dataset.
The dataset was created using previously available Arabic sentiment analysis datasets (SemEval 2017 and ASTD)
 and adds sarcasm and dialect labels to them. The dataset contains 10,547 tweets, 1,682 (16%) of which are sarcastic.
  • الترخيص : MIT
  • الإصدار : 1.0.0
  • الانقسامات :
انشق، مزق أمثلة
'test' 2110
'train' 8437
  • الميزات :
{
    "dialect": {
        "num_classes": 5,
        "names": [
            "egypt",
            "gulf",
            "levant",
            "magreb",
            "msa"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "sarcasm": {
        "num_classes": 2,
        "names": [
            "non-sarcastic",
            "sarcastic"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "sentiment": {
        "num_classes": 3,
        "names": [
            "negative",
            "neutral",
            "positive"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "original_sentiment": {
        "num_classes": 3,
        "names": [
            "negative",
            "neutral",
            "positive"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "tweet": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "source": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}