ezdrowie_kd

Referencje:

e-zdrowie_kd

Użyj następującego polecenia, aby załadować ten zestaw danych do TFDS:

ds = tfds.load('huggingface:ehealth_kd/ehealth_kd')
  • Opis :
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.
Podział Przykłady
'test' 100
'train' 800
'validation' 199
  • Cechy :
{
    "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"
            }
        }
    ]
}