cdsc

参考文献:

cdsc-e

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:cdsc/cdsc-e')
  • 説明： 
Polish CDSCorpus consists of 10K Polish sentence pairs which are human-annotated for semantic relatedness and entailment. The dataset may be used for the evaluation of compositional distributional semantics models of Polish. The dataset was presented at ACL 2017. Please refer to the Wróblewska and Krasnowska-Kieraś (2017) for a detailed description of the resource.
  • ライセンス: CC BY-NC-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット例
'test' 1000
'train' 8000
'validation' 1000
  • 特徴： 
{
    "pair_ID": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "sentence_A": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_B": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "entailment_judgment": {
        "num_classes": 3,
        "names": [
            "NEUTRAL",
            "CONTRADICTION",
            "ENTAILMENT"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

cdsc-r

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:cdsc/cdsc-r')
  • 説明： 
Polish CDSCorpus consists of 10K Polish sentence pairs which are human-annotated for semantic relatedness and entailment. The dataset may be used for the evaluation of compositional distributional semantics models of Polish. The dataset was presented at ACL 2017. Please refer to the Wróblewska and Krasnowska-Kieraś (2017) for a detailed description of the resource.
  • ライセンス: CC BY-NC-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット例
'test' 1000
'train' 8000
'validation' 1000
  • 特徴： 
{
    "pair_ID": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "sentence_A": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence_B": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "relatedness_score": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    }
}