paper-writing

Automating paper writing involves orchestrating a pipeline that converts narrative inputs into LaTeX sources and a submission-ready PDF. This process coordinates planning, figure generation, LaTeX compilation, and iterative refinement to produce a complete manuscript. You provide a narrative report and venue configuration to generate the final output.

Generating academic figures and LaTeX sources from a research plan requires an automated pipeline that processes narrative inputs. The workflow applies figure generation and LaTeX writing phases, aligning outputs with venue constraints to produce a polished paper directory containing references and a compiled PDF.

Yes, automated manuscript generation requires narrative inputs such as a NARRATIVE_REPORT.md or PAPER_PLAN.md file, along with venue configuration. These inputs provide the foundational content and structural constraints needed to coordinate the planning, writing, and compilation phases into a submission-ready PDF.

Yes, compiling a submission-ready PDF with iterative refinement is supported through an automated improvement loop. After initial LaTeX writing and compilation, the pipeline applies iterative refinements to enhance manuscript quality, ensuring the final PDF meets academic publishing standards and venue constraints.

Yes, automated paper writing works for researchers and students converting exploratory narratives into rigorous manuscripts. The pipeline handles end-to-end creation from planning to PDF compilation, providing a repeatable workflow that ensures consistent structure and style aligned with academic publishing requirements.

Automating end-to-end paper creation requires structured narrative inputs and venue configuration to function effectively. Limitations include dependency on the quality of initial narrative reports, and the need for specific input file formats like NARRATIVE_REPORT.md or PAPER_PLAN.md to initiate the planning and figure generation phases.