paper-writing

To convert a research report into a submission-ready LaTeX PDF, use an automated pipeline that orchestrates paper planning, figure generation, LaTeX writing, and PDF compilation from your structured narrative report. This workflow outputs a final paper directory containing both main.tex and main.pdf.

You can automatically format academic papers for specific venues like ICLR, NeurIPS, ICML, ACL, CVPR, or IEEE by applying venue-aware formatting rules. This adjusts the paper structure, citations, and page constraints to match the target conference requirements during the LaTeX compilation process.

Generate architecture and workflow figures for an academic paper by using automated illustration modes like figurespec, mermaid, gemini, or codex-image2. These modes produce visual diagrams directly within the end-to-end paper compilation workflow.

Citations and claims are audited before final paper submission through gated assurance behavior with optional proof, claim, and citation audits. When running in submission mode with external verification, the paper is only labeled submission-ready if the external verifier passes all required audits.

The best way to automate iterative improvement of a LaTeX paper draft is to use a research automation workflow that handles end-to-end paper pipeline orchestration. This includes automated planning, figure and table generation, LaTeX writing, compilation, and continuous iterative refinement.

Yes, you need a structured narrative report containing your research claims, results, citations, and figures to start automated paper compilation. The pipeline requires this structured input to plan, draft, and compile the final publication-ready LaTeX document and PDF.