Attend the Women in ML Symposium on December 7 Register now

esnli

参考:

plain_text

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:esnli/plain_text')
  • 说明
The e-SNLI dataset extends the Stanford Natural Language Inference Dataset to
include human-annotated natural language explanations of the entailment
relations.
  • 许可:无已知许可
  • 版本:0.0.2
  • 拆分
拆分 样本
'test' 9824
'train' 549367
'validation' 9842
  • 特征
{
    "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"
    },
    "explanation_1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "explanation_2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "explanation_3": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}