bib-verify

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Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.

AI & Automation 621 stars 52 forks Updated 5 days ago Apache-2.0

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Quality Score: 92/100

Stars 20%
93
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# BibTeX Verification Skill Check every entry in a `.bib` file against real academic databases using the OpenJudge `PaperReviewPipeline` in BibTeX-only mode: 1. **Parse** — extract all entries from the `.bib` file 2. **Lookup** — query CrossRef, arXiv, and DBLP for each reference 3. **Match** — compare title, authors, year, and DOI 4. **Report** — flag each entry as `verified`, `suspect`, or `not_found` ## Prerequisites ```bash pip install py-openjudge litellm ``` ## Gather from user before running | Info | Required? | Notes | |------|-----------|-------| | BibTeX file path | Yes | `.bib` file to verify | | CrossRef email | No | Improves CrossRef API rate limits | ## Quick start ```bash # Verify a standalone .bib file python -m cookbooks.paper_review --bib_only references.bib # With CrossRef email for better rate limits python -m cookbooks.paper_review --bib_only references.bib --email your@email.com # Save report to a custom path python -m cookbooks.paper_review --bib_only references.bib \ --email your@email.com --output bib_report.md ``` ## Relevant options | Flag | Default | Description | |------|---------|-------------| | `--bib_only` | — | Path to `.bib` file (required for standalone verification) | | `--email` | — | CrossRef mailto — improves rate limits, recommended | | `--output` | auto | Output `.md` report path | | `--language` | `en` | Report language: `en` or `zh` | ## Interpreting results Each reference entry is assigned one of three statuses: | ...

Details

Author
agentscope-ai
Repository
agentscope-ai/OpenJudge
Created
10 months ago
Last Updated
5 days ago
Language
Python
License
Apache-2.0

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