मुश्किल

ds = tfds.load('huggingface:hard/plain_text')

This dataset contains 93700 hotel reviews in Arabic language.The hotel reviews were collected from Booking.com website during June/July 2016.The reviews are expressed in Modern Standard Arabic as well as dialectal Arabic.The following table summarize some tatistics on the HARD Dataset.

{
    "text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 5,
        "names": [
            "1",
            "2",
            "3",
            "4",
            "5"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}