msr_text_compression

Références :

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:msr_text_compression')
  • Description :
This dataset contains sentences and short paragraphs with corresponding shorter (compressed) versions. There are up to five compressions for each input text, together with quality judgements of their meaning preservation and grammaticality. The dataset is derived using source texts from the Open American National Corpus (ww.anc.org) and crowd-sourcing.
  • Licence : Contrat de licence sur les données de recherche Microsoft
  • Version : 1.1.0
  • Divisions :
Diviser Exemples
'test' 785
'train' 4936
'validation' 447
  • Caractéristiques :
{
    "source_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "domain": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "source_text": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "targets": {
        "feature": {
            "compressed_text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "judge_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "num_ratings": {
                "dtype": "int64",
                "id": null,
                "_type": "Value"
            },
            "ratings": {
                "feature": {
                    "dtype": "int64",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}