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80 lines
4.0 KiB
Markdown
80 lines
4.0 KiB
Markdown
# OpenReview
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**Mode**: 🌐 Public · **Domain**: `openreview.net`
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OpenReview is the open peer-review platform used by ICLR, COLM, NeurIPS workshops, TMLR, and many other ML venues. The v2 API exposes everyone-readable submissions, reviews, and decisions without authentication, so all five commands run without a browser.
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## Commands
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| Command | Description |
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|---------|-------------|
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| `opencli openreview search <query>` | Full-text search across all OpenReview papers |
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| `opencli openreview venue <venue>` | List papers at a venue (e.g. `"ICLR 2024 oral"` or full invitation id) |
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| `opencli openreview author <profile>` | List submissions by an author profile id (e.g. `"~Yoshua_Bengio1"`), newest first |
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| `opencli openreview paper <id>` | Show full metadata (incl. abstract) for a single paper |
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| `opencli openreview reviews <forum>` | Show paper + threaded reviews/decisions/comments |
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## Usage Examples
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```bash
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# Full-text search
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opencli openreview search "diffusion model" --limit 10
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# Browse a venue by display name (matched against content.venue)
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opencli openreview venue "ICLR 2024 oral" --limit 20
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# Browse a venue by full invitation id (use this when display names overlap)
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opencli openreview venue "ICLR.cc/2025/Conference/-/Submission" --limit 50 --offset 0
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# Every submission by an author profile id (find it on the author's openreview.net profile URL)
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opencli openreview author "~Yoshua_Bengio1" --limit 20
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# Single-paper detail (full abstract)
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opencli openreview paper KS8mIvetg2
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# Full review thread — paper + reviews + decision + author rebuttal
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opencli openreview reviews KS8mIvetg2 --max-length 4000
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# JSON output
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opencli openreview search "LLM" -f json
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```
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## Output Columns
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| Command | Columns |
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|---------|---------|
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| `search` | `rank, id, title, authors, venue, pdate, url` |
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| `venue` | `rank, id, title, authors, keywords, primary_area, pdate, pdf, url` |
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| `author` | `rank, id, title, authors, venue, pdate, url` |
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| `paper` | `id, title, authors, keywords, venue, venueid, primary_area, abstract, pdate, pdf, url` |
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| `reviews` | `type, author, rating, confidence, text` |
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The `id` returned by `search`/`venue`/`author` round-trips into `paper`/`reviews` — it is the OpenReview note id (also the `forum` id for top-level submissions). `pdf` is normalized to an absolute `https://openreview.net/pdf/...` URL.
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## `reviews` Output
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`reviews` walks the forum's reply tree once and emits one row per note in chronological order, with the original submission lifted to the top:
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| `type` | When emitted |
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|--------|--------------|
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| `PAPER` | The submission itself (always row 0) |
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| `REVIEW` | An `Official_Review` reply |
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| `META_REVIEW` | A meta-review by Area Chairs |
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| `DECISION` | The final decision note |
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| `REBUTTAL` | An author rebuttal note |
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| `COMMENT` | An `Official_Comment` reply |
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| `WITHDRAWAL` | A withdrawal confirmation |
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`rating` and `confidence` are the raw OpenReview enum strings (e.g. `"6: marginally above the acceptance threshold"`). `text` joins together the standard sections — Summary, Strengths, Weaknesses, Questions, Comment, Rebuttal, Decision, Recommendation — and is per-row truncated to `--max-length` (default 4000, min 200).
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## Caveats
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- OpenReview indexes a lot of DBLP-mirrored entries (CoRR / journal records). Search results may include those alongside actual OpenReview submissions; only OpenReview-hosted papers have full review threads available via `reviews`.
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- The default sort for `search` is the API's relevance-by-term ranking. For a chronological view, use `venue` against the relevant invitation.
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- `pdate` (publication date) falls back to `cdate` (creation date) when missing, formatted as `YYYY-MM-DD`.
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- `venue` accepts either a display name (`"ICLR 2024 oral"`, matched against `content.venue`) or a full invitation id (`"ICLR.cc/2025/Conference/-/Submission"`). The presence of the literal `/-/` segment is what disambiguates the two modes.
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## Prerequisites
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- No browser required — uses the public OpenReview v2 API at `https://api2.openreview.net`.
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