Ссылки:
Используйте следующую команду, чтобы загрузить этот набор данных в TFDS:
ds = tfds.load('huggingface:tne')
- Описание :
TNE is an NLU task, which focus on relations between noun phrases (NPs) that can be mediated via prepositions.
The dataset contains 5,497 documents, annotated exhaustively with all possible links between the NPs in each document.
- Лицензия : Массачусетский технологический институт
- Версия : 1.1.0
- Расколы :
| Расколоть | Примеры |
|---|---|
'test' | 500 |
'test_ood' | 509 |
'train' | 3988 |
'validation' | 500 |
- Функции :
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"tokens": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"nps": [
{
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"first_char": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"last_char": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"first_token": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"last_token": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
],
"np_relations": [
{
"anchor": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"complement": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"preposition": {
"num_classes": 24,
"names": [
"about",
"for",
"with",
"from",
"among",
"by",
"on",
"at",
"during",
"of",
"member(s) of",
"in",
"after",
"under",
"to",
"into",
"before",
"near",
"outside",
"around",
"between",
"against",
"over",
"inside"
],
"id": null,
"_type": "ClassLabel"
},
"complement_coref_cluster_id": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
],
"coref": [
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"members": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"np_type": {
"num_classes": 3,
"names": [
"standard",
"time/date/measurement",
"idiomatic"
],
"id": null,
"_type": "ClassLabel"
}
}
],
"metadata": {
"annotators": {
"coref_worker": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"consolidator_worker": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"np-relations_worker": {
"feature": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"source": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
}