Turn reviews into a precise action plan, then answer with evidence instead of emotion.
A strong rebuttal is not a defense of the old paper. It is a short, documented record of what changed, what cannot change, and why the revised manuscript is now stronger.
gumu keeps the reviews, source edits, PDF regions, and response text attached to the same paper workspace.
Read the decision letter and all reviews in full before drafting any response. Mark factual errors, missing experiments, unclear claims, and tone-only comments separately.
Paste the reviews into a paper chat and ask for a reviewer-issue ledger grouped by claim, evidence, experiment, writing, and scope.
Create one row per actionable concern. Include reviewer, exact issue, manuscript location, planned change, owner, and status. This prevents polite but vague answers.
Use the rebuttal helper to convert review text into a response table and keep each row linked to the source paragraph or figure.
The best rebuttal is a changed manuscript. Fix unclear definitions, unsupported claims, weak baselines, missing limitations, and figure readability first.
Select PDF text or source sections and ask for targeted revisions, then regenerate the PDF before writing the final response.
For every major concern, state the change, where it appears, and what evidence supports it. Avoid long explanations that do not point to a concrete edit.
Ask gumu to draft concise response bullets that cite exact sections, tables, figures, appendix items, or new experiments.
When a reviewer is right, say so. Add the correction, explain the boundary, and avoid implying that the original version was already clear.
Run a tone pass to remove defensive language and replace it with specific manuscript changes.
Make sure the abstract, contributions, results, conclusion, appendix, and rebuttal all say the same thing after the revision.
Run claim-consistency and camera-ready helpers to catch claims that changed in one place but not another.
Start from a rough prompt, paper draft, PDF, review, call text, or supervisor note. gumu keeps the chat, source, references, and PDF regions together so every answer can become a concrete edit.
Use the venue limit, but make the first page carry the decision-critical changes. Reviewers should see the major fixes before they reach minor comments.
Yes, when the reviewer is factually wrong or asks for out-of-scope work. Disagree briefly, explain the boundary, and add clarifying text to the manuscript when useful.
Create an issue ledger before writing prose. The ledger reveals which changes are mandatory, which are optional, and which need a scope statement.