dialog_re

Les références:

dialogue_re

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

ds = tfds.load('huggingface:dialog_re/dialog_re')
  • Description :
DialogRE is the first human-annotated dialogue based relation extraction (RE) dataset aiming
to support the prediction of relation(s) between two arguments that appear in a dialogue.
The dataset annotates all occurrences of 36 possible relation types that exist between pairs
of arguments in the 1,788 dialogues originating from the complete transcripts of Friends.
Diviser Exemples
'test' 357
'train' 1073
'validation' 358
  • Caractéristiques :
{
    "dialog": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "relation_data": {
        "feature": {
            "x": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "y": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "x_type": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "y_type": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "r": {
                "feature": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "rid": {
                "feature": {
                    "dtype": "int32",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "t": {
                "feature": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}