ehealth_kd

مراجع:

ehealth_kd

استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:

ds = tfds.load('huggingface:ehealth_kd/ehealth_kd')
  • وصف :
Dataset of the eHealth Knowledge Discovery Challenge at IberLEF 2020. It is designed for
the identification of semantic entities and relations in Spanish health documents.
ينقسم أمثلة
'test' 100
'train' 800
'validation' 199
  • سمات :
{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "entities": [
        {
            "ent_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "ent_text": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "ent_label": {
                "num_classes": 4,
                "names": [
                    "Concept",
                    "Action",
                    "Predicate",
                    "Reference"
                ],
                "names_file": null,
                "id": null,
                "_type": "ClassLabel"
            },
            "start_character": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            },
            "end_character": {
                "dtype": "int32",
                "id": null,
                "_type": "Value"
            }
        }
    ],
    "relations": [
        {
            "rel_id": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "rel_label": {
                "num_classes": 13,
                "names": [
                    "is-a",
                    "same-as",
                    "has-property",
                    "part-of",
                    "causes",
                    "entails",
                    "in-time",
                    "in-place",
                    "in-context",
                    "subject",
                    "target",
                    "domain",
                    "arg"
                ],
                "names_file": null,
                "id": null,
                "_type": "ClassLabel"
            },
            "arg1": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "arg2": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            }
        }
    ]
}