anli

مراجع:

متن_ساده

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:anli/plain_text')
  • توضیحات :
The Adversarial Natural Language Inference (ANLI) is a new large-scale NLI benchmark dataset, 
The dataset is collected via an iterative, adversarial human-and-model-in-the-loop procedure.
ANLI is much more difficult than its predecessors including SNLI and MNLI.
It contains three rounds. Each round has train/dev/test splits.
  • مجوز : مجوز شناخته شده ای وجود ندارد
  • نسخه : 0.1.0
  • تقسیمات :
تقسیم کنید نمونه ها
'dev_r1' 1000
'dev_r2' 1000
'dev_r3' 1200
'test_r1' 1000
'test_r2' 1000
'test_r3' 1200
'train_r1' 16946
'train_r2' 45460
'train_r3' 100459
  • ویژگی ها :
{
    "uid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "premise": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "hypothesis": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "num_classes": 3,
        "names": [
            "entailment",
            "neutral",
            "contradiction"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "reason": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}