paper-talk

To convert a paper into a conference talk, point the pipeline at your compiled paper directory to generate a Beamer presentation. It automatically produces the slide outline, editable PPTX, speaker notes, and a full talk script.

Yes, you can generate editable PPTX slides and speaker notes directly from your paper. The pipeline processes your compiled paper directory to output both Beamer source files and PPTX exports.

You can run citation verification and anonymity checks by using the conference-ready assurance mode. This mode applies strict claim, citation, and anonymity audits to prevent ungrounded or anonymization-breaking content in your talk.

The best way to prepare a NeurIPS or ICML talk is using an end-to-end talk generation pipeline. It builds the slide outline, applies per-page polish, and validates export integrity specifically for oral and spotlight conference formats.

Yes, the pipeline preserves your original paper files by enforcing read-only handling. It avoids slide reordering and content invention while keeping speaker notes stable throughout the generation process.

Limitations include enforcing deterministic output paths strictly under the slides/ and .aris/ directories. The pipeline requires a compiled paper directory and applies final verdict gating to ensure export page and notes integrity.