参考文献:
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'banking' | 561 |
'cosmetics' | 2384 |
'electro' | 382 |
'tele' | 2391 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
全て
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec/all')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 5718 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
テレ
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec/tele')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 2391 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
エレクトロ
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec/electro')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 382 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
化粧品
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec/cosmetics')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 2384 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
銀行業
次のコマンドを使用して、このデータセットを TFDS にロードします。
ds = tfds.load('huggingface:bprec/banking')
- 説明：
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- ライセンス: 既知のライセンスはありません
- バージョン: 1.1.0
- 分割:
| スプリット | 例 |
|---|---|
'train' | 561 |
- 特徴：
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}