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nlp-rebuttallisted

Scenario playbook for answering a SPECIFIC reviewer concern in an NLP/ML/AI rebuttal — 28 concern types (novelty, simple combination, unclear motivation, weak baselines, marginal gains, missing ablations, no significance, data leakage, no human eval, reproducibility, and more), each with a bad-answer anti-pattern and a recommended-answer template. Use when drafting a reply to a concrete review comment, when the user quotes a reviewer ("the reviewer says...", "R2 complains..."), asks which strategy fits a concern, or asks for a rebuttal reply template. Complements write-rebuttal (overall process and tactics); this skill picks the response strategy per concern.
yuangao-tum/rebuttal-skills · ★ 5 · Data & Documents · score 75
Install: claude install-skill yuangao-tum/rebuttal-skills
# NLP Rebuttal Scenario Playbook Translated and adapted from [MLNLP-World/Paper-Rebuttal-Tips](https://github.com/MLNLP-World/Paper-Rebuttal-Tips). 28 recurring reviewer-concern scenarios. Each has four parts: the concern, a bad answer that backfires, a recommended answer template, and the takeaway. **Good rebuttal = Respect + Evidence + Clarity.** ## How to use 1. Classify each reviewer comment with the router below. 2. Load ONLY the reference file(s) for the matched tips. 3. Adapt the recommended-answer template: replace every placeholder (XXX, A/B/C, Table X) with the paper's real content and freshly computed numbers. Never ship a template verbatim. 4. For overall response structure, ordering, and tone, use the `write-rebuttal` skill (itemize → brain-dump → draft → revise, the 18 tactics, the neutral-third-party test). These two skills compose: that one shapes the whole response, this one shapes each answer. ## Concern router | Reviewer concern sounds like | Tip | Reference | | --- | --- | --- | | "Too complex", "bag of tricks", "which component matters?" | 1 | [innovation-theory.md](references/innovation-theory.md) | | "Not novel", "similar to prior work A" | 2 | innovation-theory.md | | "Just a combination of existing techniques" | 3 | innovation-theory.md | | "Contributions unclear" | 4 | innovation-theory.md | | "Motivation unclear", "why is this problem important?" | 5 | innovation-theory.md | | "No theoretical analysis", "why does it work?" | 6 |