dialog_re

তথ্যসূত্র:

dialog_re

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:dialog_re/dialog_re')
  • বর্ণনা :
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.
বিভক্ত উদাহরণ
'test' 357
'train' 1073
'validation' 358
  • বৈশিষ্ট্য :
{
    "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"
    }
}