ehealth_kd

তথ্যসূত্র:

ehealth_kd

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:ehealth_kd/ehealth_kd')
  • বর্ণনা :
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.
বিভক্ত উদাহরণ
'test' 100
'train' 800
'validation' 199
  • বৈশিষ্ট্য :
{
    "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"
            }
        }
    ]
}