inno-reference-audit

What problem does it solve?

Proactively addresses citation inaccuracies by providing structured verification guidance and best practices to ensure each cited work is real, correctly described, and properly referenced.

Core Features & Use Cases

• Proactive verification workflow: Verify citations during writing using WebSearch and Google Scholar to confirm existence and BibTeX data.
• Information matching & error detection: Compare title, authors, year, and venue against verified sources to catch inconsistencies.
• Best practices for reference hygiene: Provide actionable steps to avoid fake citations and maintain citation integrity across papers.
• Use Case: When drafting an ml-paper-writing manuscript, validate every citation before adding it to the bibliography to ensure accuracy and traceability.

Quick Start

Input a citation and have the system verify its existence and fetch a BibTeX entry.