Duaer

入门

在 Duaer 里查 OpenReview

在 Duaer 里:OpenReview 上的机器学习会议投稿(ICLR、NeurIPS、ICML 等):标题、会议与录用结果、作者、关键词、摘要与 PDF。一次成功查询用 1 额度。

能拿到什么

Duaer 数据市场里的「OpenReview」:OpenReview 上的机器学习会议投稿(ICLR、NeurIPS、ICML 等):标题、会议与录用结果、作者、关键词、摘要与 PDF。查到结果时用 1 额度,结果交给数字组织的下一个节点。

从节点创建器选 Duaer 数据 → OpenReview,或打开 数据市场。相关:arxiv、papers、INSPIRE-HEP。

适合做什么

  • 查找近期机器学习会议上某方法的录用论文。
  • 通过论坛链接阅读公开审稿意见。

在画布里检索

  1. 打开节点创建器,选 Duaer 数据 → OpenReview。
  2. 填 Words(关键词);Venue 可选(如 ICLR.cc/2024/Conference)。
  3. Limit 默认 10,最大 20。执行。

查到结果才扣 1 额度;没有结果、输入有误或上游失败都不扣。

用 API 调用

  • GET https://api.duaer.com/v1/data/openreview?words=diffusion%20models&limit=10
  • Authorization: Bearer <Duaer key>

下方是与数据市场「复制技能」相同的英文技能,含参数、示例与返回字段。

调用技能(英文)

与数据市场「复制技能」一致。

---
name: duaer-openreview
description: >-
  Duaer OpenReview. Machine learning conference submissions on OpenReview (ICLR, NeurIPS, ICML, and more): title, venue and decision, authors, keywords, abstract, and PDF.
  One successful search uses 1 Duaer credit.
---

# Duaer OpenReview

Duaer OpenReview searches submissions and papers on OpenReview. The venue text shows the decision, such as ICLR 2024 poster or oral.

## When to use

- Find accepted papers on a method at recent ML conferences.
- Read public reviews through the forum link.

## When not to use

- arXiv preprints outside OpenReview. Use https://skills.duaer.com/arxiv.md.
- Citation counts. Use https://skills.duaer.com/papers.md or https://skills.duaer.com/opencitations.md.

## Call

`GET https://api.duaer.com/v1/data/openreview?words=diffusion%20models&limit=10`

Header: `Authorization: Bearer <Duaer key>`

Use an account key or a model API key.

Get a Duaer key: https://skills.duaer.com/keys.md

## Parameters

Provide `words`.

- `words` — Words in the title or abstract, such as diffusion models.
- `venue` — Optional. Venue group id, such as ICLR.cc/2024/Conference.
- `limit` — Optional. Rows to return, from 1 to 20. Default 10.

## Examples

- `GET https://api.duaer.com/v1/data/openreview?words=diffusion%20models&limit=10` — recent diffusion papers.
- `GET https://api.duaer.com/v1/data/openreview?words=graph%20neural%20networks&venue=ICLR.cc/2024/Conference` — ICLR 2024 only.

## Result

The response is `{ "items": [...] }`. Each item has `source`, `title`, `url`, and `summary`, plus:

- `forumId` — OpenReview forum id (reviews live there).
- `venue`, `venueId` — venue and decision text, and venue id.
- `authors`, `keywords` — authors and keywords.
- `date` — publication date.
- `pdfUrl`, `abstract` — PDF link and abstract start.

Fields without a value are left out.

## Credits

A search that returns at least one row uses 1 credit.
An empty search, a search that finds nothing, or a failed search uses 0.
Wrong input returns 400 with a message and uses 0.
No remaining credits returns 402 and does not search.
A missing key returns 401.

## Related

- https://skills.duaer.com/arxiv.md
- https://skills.duaer.com/papers.md
- https://skills.duaer.com/inspire-hep.md — Duaer INSPIRE-HEP

常见问题

Duaer 的OpenReview检索扣多少额度?

查到结果时扣 1 额度;没有结果或出错不扣。

Duaer OpenReview 结果里的审稿意见在哪?

打开结果中的链接,即 OpenReview 论坛页,可看到公开审稿与作者回复。

同组