inno-reference-audit

Verify references in a BibTeX file by parsing the entries and cross-checking the title, authors, year, and venue against primary sources using WebSearch and Google Scholar to ensure citation accuracy.

The best way to check academic citations is through information matching, ensuring the title, authors, year, and venue align with primary sources, combined with structured failure handling to flag discrepancies.

Yes, citation verification seamlessly pairs with an ml-paper-writing workflow to enforce citation rigor during drafting and editing, proactively guiding when to verify each reference.

Identify incorrect metadata in academic references by applying rule-based verification during drafting, querying primary sources to confirm existence, and handling mismatches in title, authors, year, or venue.

Citation verification leverages arXiv and Semantic Scholar dependencies alongside WebSearch to query primary sources, matching reference details to confirm the existence and accuracy of academic citations.

When citation verification fails to find a matching source, the structured failure handling process flags the discrepancy, preventing fake citations from remaining in your manuscript or report.