paper-writing

Automating LaTeX paper writing from a narrative report to a PDF involves orchestrating planning, figure generation, LaTeX compilation, and automated audits. This pipeline accepts a NARRATIVE_REPORT.md and outputs a submission-ready directory containing LaTeX sources and a compiled PDF.

Yes, you can generate a submission-ready LaTeX PDF for specific venues like ICLR. The pipeline supports configurable venues and applies style-aware drafting using an optional style reference to ensure the final compiled PDF meets venue-specific formatting requirements.

The best way to automate academic figure generation and paper writing together is using an end-to-end pipeline. It processes narrative input through automated paper planning, figure generation, LaTeX writing, and compilation phases to produce a complete manuscript with integrated visual assets.

No, you do not need a prebuilt paper plan to start automated LaTeX compilation. You can provide a NARRATIVE_REPORT.md to begin the full pipeline, or supply a prebuilt PAPER_PLAN.md to skip the initial planning phase and start directly at phase two.

Yes, automated paper writing supports integrated checks for proof, claim, and citation audits before final submission. The pipeline applies submission-auditable gates through a multi-stage improvement loop to verify the integrity of the manuscript.

Limitations of using an AI-assist pipeline for research paper writing include the reliance on provided narrative inputs for factual accuracy. While the system automates LaTeX drafting and formal audits, researchers must still ensure the underlying empirical or theoretical study claims are valid.