أوراق علمية

مراجع:

• شفرة
• معانقة

arxiv

استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:

ds = tfds.load('huggingface:scientific_papers/arxiv')

• وصف :

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".

• الترخيص : لا يوجد ترخيص معروف
• الإصدار : 1.1.1
• الإنشقاقات :

ينقسم	أمثلة
'test'	6440
'train'	203037
'validation'	6436

• سمات :

{
    "article": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "section_names": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

نشر

استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:

ds = tfds.load('huggingface:scientific_papers/pubmed')

• وصف :

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".

• الترخيص : لا يوجد ترخيص معروف
• الإصدار : 1.1.1
• الإنشقاقات :

ينقسم	أمثلة
'test'	6658
'train'	119924
'validation'	6633

• سمات :

{
    "article": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "abstract": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "section_names": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}