参考文献:
アークシヴ
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:scientific_papers/arxiv')
- 説明：
Scientific papers datasets contains two sets of long and structured documents.
The datasets are obtained from ArXiv and PubMed OpenAccess repositories.
Both "arxiv" and "pubmed" have two features:
- article: the body of the document, pagragraphs seperated by "/n".
- abstract: the abstract of the document, pagragraphs seperated by "/n".
- section_names: titles of sections, seperated by "/n".
- ライセンス: 不明なライセンス
- バージョン: 1.1.1
- 分割:
| スプリット | 例 |
|---|---|
'test' | 6440 |
'train' | 203037 |
'validation' | 6436 |
- 特徴：
{
"article": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"abstract": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"section_names": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
パブメド
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:scientific_papers/pubmed')
- 説明：
Scientific papers datasets contains two sets of long and structured documents.
The datasets are obtained from ArXiv and PubMed OpenAccess repositories.
Both "arxiv" and "pubmed" have two features:
- article: the body of the document, pagragraphs seperated by "/n".
- abstract: the abstract of the document, pagragraphs seperated by "/n".
- section_names: titles of sections, seperated by "/n".
- ライセンス: 不明なライセンス
- バージョン: 1.1.1
- 分割:
| スプリット | 例 |
|---|---|
'test' | 6658 |
'train' | 119924 |
'validation' | 6633 |
- 特徴：
{
"article": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"abstract": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"section_names": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}