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OpenReview in Duaer

In Duaer: 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 credit.

What you get

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

Pick Duaer Data → OpenReview in the node creator, or open the data market. Related: arxiv, papers, INSPIRE-HEP.

When to use it

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

When not to use it

arXiv preprints outside OpenReview. Use arxiv.
Citation counts. Use papers or OpenCitations.

Search on the canvas

Open the node creator and pick Duaer Data → OpenReview.
Fill Words (such as diffusion models). Optional: Venue.
Limit defaults to 10, max 20. Execute.

A search uses 1 credit only when it returns rows. No rows, wrong input, or an upstream failure uses 0.

Call the API

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

The call skill below matches Copy skill in the Duaer data market, with parameters, examples, and result fields.

Call skill

Same text as Copy skill.

---
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

Questions

How many credits does a OpenReview search use in Duaer?

One credit when Duaer returns rows. A search with no rows or an error uses 0.

Where are the reviews in Duaer OpenReview results?

Open the row url. It is the OpenReview forum, which shows public reviews and author replies.

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