商业

Semantic Scholar Papers Scraper

Scrape academic papers with title, year, venue, citation count, authors, DOI, abstract and a direct link. Search by keyword. Export to JSON, CSV or Excel.

27 每条记录的字段 JSON · CSV · Excel · API 按用量付费

在 Apify 运行定制爬虫

semantic-scholar-scraper.json 200 OK

{
  "paperId": "53c9f3c34d8481adaf24df3b25581ccf1bc53f5c",
  "title": "Physics-informed machine learning",
  "year": 2021,
  "venue": "Nature Reviews Physics",
  "citationCount": 7461,
  "authors": ["G. Karniadakis","I. Kevrekidis","Lu Lu","P…,
  "doi": "10.1038/s42254-021-00314-5",
  "url": "https://www.semanticscholar.org/paper/53c9f3c3…",
  "tldr": "Some of the prevailing trends in embedding phy…"
}

你会得到什么

每次运行都返回干净、带类型的记录，可直接用于你的 CRM、表格或数据库。

每个结果对应一条干净记录，已去重并规范化
JSON、CSV 或 Excel 的稳定结构，也可通过 Apify API 读取
在云端按用量付费，无需安装或维护

返回的字段

Paper IdTitleYearVenueCitation CountAuthorsDoiUrlTldrInfluential Citation CountReference CountIs Open AccessOpen Access Pdf UrlOpen Access Pdf License

示例输出

一条真实的示例记录，正是你收到的结构。

Paper Id	Title	Year	Venue
53c9f3c34d8481adaf24df3b25581ccf1…	Physics-informed machine learning	2021	Nature Reviews Physics
7872f34e2a164c5cf3c34a7a7433dc334…	Machine Learning: Algorithms, Rea…	2021	SN Computer Science
f9c602cc436a9ea2f9e7db48c77d924e0…	Fashion-MNIST: a Novel Image Data…	2017	arXiv.org

GET /semantic-scholar-scraper

{
  "paperId": "53c9f3c34d8481adaf24df3b25581ccf1bc53f5c",
  "title": "Physics-informed machine learning",
  "year": 2021,
  "venue": "Nature Reviews Physics",
  "citationCount": 7461,
  "authors": ["G. Karniadakis","I. Kevrekidis","Lu Lu","P…,
  "doi": "10.1038/s42254-021-00314-5",
  "url": "https://www.semanticscholar.org/paper/53c9f3c3…",
  "tldr": "Some of the prevailing trends in embedding phy…"
}

示例用例

Ss Large Language Models Papers 在 Apify 打开 Ss Transformer Architecture Papers 在 Apify 打开 Ss Reinforcement Learning Papers 在 Apify 打开 Ss Graph Neural Networks Papers 在 Apify 打开 Ss Protein Structure Prediction Papers 在 Apify 打开 Ss Climate Change Modeling Papers 在 Apify 打开

常见问题

What does the search match?

The search looks across titles and abstracts and returns the most relevant papers for your query.

Do records include the abstract and citations?

Yes. Each record includes the abstract where available, the citation count, the venue and the authors.

Can I get the DOI?

Yes, where available, along with the arXiv identifier for preprints.

How fresh is the data?

Records are read live at run time, so each reflects the index at the moment of the run (see observedAt).

你准备好，它就就绪。

现在就在 Apify 上运行这个爬虫，或让我们按你的确切需求定制一个。

在 Apify 运行定制爬虫