aris-paper-writing

Provide a NARRATIVE_REPORT.md containing claims, experiments, results, and figure descriptions. The pipeline plans the structure, generates data figures, writes LaTeX sections, compiles the PDF, and runs two automated review 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 inputs with quantitative results produce better output.

Supported venues include ICLR, NeurIPS, ICML, CVPR, ACL, AAAI, ACM, IEEE Transactions-style journals, and IEEE conferences. The venue setting controls the style file, page limit, and citation format.

It auto-generates roughly 60% of figures, such as data plots and comparison tables from JSON or CSV data. Architecture diagrams and qualitative result grids must be created manually and placed in the figures directory before writing begins.

The compile phase runs latexmk with automatic multi-pass builds and auto-fixes common errors like missing packages, undefined references, and BibTeX syntax issues, retrying up to three times. Compilation must succeed before the improvement loop starts.

The typical end-to-end run takes about 45 to 90 minutes. LaTeX writing and the improvement loop are the longest phases, each taking roughly 15 to 30 minutes.