AI Paper Reviewer

AI-powered academic paper review directly in Overleaf

AI Paper Reviewer integrates directly into Overleaf and gives you expert-level peer review feedback on your academic paper — before you submit. HOW IT WORKS Open your paper in Overleaf through BILBARS (Bilkent Based Academic Review System). The extension adds two buttons to your Overleaf toolbar: • Generate New AI Review — sends your LaTeX source to an AI backend that reviews it sentence by sentence and returns inline comments pinned to specific lines in your editor. • View Previous AI Review — loads the last cached review for this paper instantly, without re-running the model. WHAT IT CHECKS The AI reviews your paper with the rigor of a senior program committee member: - Unsupported claims and missing citations - Vague language ("many", "significant", "often") that should be quantified - Double-blind anonymity violations (author names, self-references, identifying URLs) - Conference-specific formatting requirements (ACM, IEEE, etc.) - Methodology gaps: missing baselines, threats to validity, unclear experimental setup - Writing quality: grammar, wordiness, passive voice overuse - Missing replication packages or data availability statements SEVERITY LEVELS Each comment is classified as: 🔴 Error — must fix before submission (desk-rejection risk) 🟡 Warning — significant weakness reviewers will penalize 🔵 Suggestion — polish to improve clarity PRECHECK When opened from BILBARS, the extension also runs a Precheck: it verifies page count, abstract word count, required sections, and other conference submission requirements — before you even submit. REQUIREMENTS • An active BILBARS account • The paper must be open in Overleaf • Venue and track information is passed automatically from the BILBARS