paper-writing

Provide a NARRATIVE_REPORT.md with claims, experiments, and results as input. The pipeline creates a paper plan, generates figures, writes LaTeX sections, compiles the PDF with latexmk, and runs two review-and-fix rounds.

It accepts a structured NARRATIVE_REPORT.md, a research direction plus experiment results, or an existing PAPER_PLAN.md to skip the planning phase. More detailed figure descriptions and quantitative results produce better output.

The pipeline supports ICLR, NeurIPS, and ICML as target venues. The venue setting controls the style file, page limit, and citation format, and can be overridden inline when invoking the workflow.

No. It auto-generates roughly 60% of figures such as data plots and comparison tables from JSON or CSV data. Architecture diagrams, pipeline figures, and qualitative result grids must be created manually and placed in the figures/ directory.

The compilation phase auto-fixes common errors like missing packages, undefined references, and BibTeX syntax issues across up to three attempts. Compilation must succeed before the improvement loop begins.

The documented timeline is roughly 45 to 90 minutes total. LaTeX writing and the improvement loop are the longest phases at 15 to 30 minutes each, while planning, figures, and compilation are shorter.