What problem does it solve?
It converts an already-written academic paper into a complete, conference-ready talk package (slides, speaker notes, and a full talk script) while enforcing claim, citation, and anonymity integrity.
Core Features & Use Cases
- End-to-end conference talk pipeline: generate a slide outline, build Beamer source and editable PPTX, then produce per-page polished visuals and exports.
- Assurance ladder with audit support: supports
draft, polished, and conference-ready modes, optionally running staged slide claim audits, citation audits, and anonymity scans before finalization.
- Safety and integrity guardrails: enforces read-only consumption of the original paper, preserves original slide ordering and speaker notes, and fail-closed on anonymity or audit-blocked content changes.
Example use case: you have a compiled NeurIPS/ICML-style paper and want a submission-grade oral/spotlight talk with polished slide visuals and an audit report to reduce the risk of unsupported claims or missing citations.
Quick Start
Run the paper-talk pipeline on your compiled paper directory to generate slides, an editable PPTX, and a conference-ready talk package with assurance checks.
