Research landscape
Expands from related work and citations into evidence-backed research lineages, then positions the submitted paper in the field.
Open academic intelligence
Understand your paper. Improve it with evidence.
CciipScope turns a PDF or LaTeX project into a private research workbench: field mapping, method scrutiny, consistency checks, conference-aware review, section feedback, and a prioritized revision plan.
HUSTDeveloped by the CCIIP Laboratory
Huazhong University of Science and Technology
Huazhong University of Science and Technology
One paper · One complete workspace
8connected analysis views
4independent review perspectives
PDF + TeXsource-aware ingestion
Openself-hosted and extensible
From context to revision
A connected analysis, not a one-shot review.
Each stage contributes evidence to the next, while every result remains independently inspectable in the workbench.
Compliance review
Checks page limits, anonymity, fonts, formatting, and venue-specific mechanical requirements separately from scientific quality.
Method analysis
Tests methodological coherence, assumptions, alternatives, technical risks, and whether simpler or established approaches were overlooked.
Whole-paper logic
Traces claims to evidence and checks contradictions across text, equations, figures, tables, experiments, and appendices.
Deliberative review
Four specialized perspectives analyze novelty, methodology, consistency, experiments, and writing before a final conference-calibrated judgment.
Actionable revision
Connects section-level feedback to a severity-ranked checklist, helping authors move from diagnosis to concrete edits.
Product overview
One workspace. Every angle that matters.
A concise walkthrough of the main analysis modules and how they contribute to the final review and revision plan.
Public-feature comparison
Built for the full revision workflow.
The comparison reflects features described in each project's public documentation as checked in August 2026.
| Publicly documented capability | CciipScope | Stanford Agentic Reviewer | PapeReview | OpenReviewer |
|---|---|---|---|---|
| Open-source implementation | ✓ | × | × | ✓ |
| PDF manuscript review | ✓ | ✓ | ✓ | ✓ |
| LaTeX project ingestion and export | ✓ | × | × | × |
| Multi-source literature discovery | ✓ | ~ | ~ | × |
| Visible citation-lineage maps | ✓ | × | × | × |
| Venue-aware mechanical compliance | ✓ | × | × | ~ |
| Dedicated method and alternative analysis | ✓ | ~ | ✓ | ~ |
| Cross-section and figure/table consistency | ✓ | × | × | × |
| Section-by-section revision workspace | ✓ | × | × | × |
| Prioritized revision checklist | ✓ | ~ | ✓ | × |
| Self-hosted model configuration | ✓ | × | × | ✓ |
✓ supported · ~ partially supported · × not available
Inspect the workflow. Extend the workbench.
Read the architecture, run it locally, and help improve evidence-grounded academic assistance.