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…
Write conference/journal author-response rebuttals that clarify and convince, following Parikh–Batra–Lee's "How we write rebuttals" method (two-audience mindset, itemize→brain-dump→draft→revise, 18 tactics, the neutral-third-party test). Use when responding to peer reviews, writing an author response / rebuttal /…
Unified author-response skill for all peer-review rebuttal formats: CV one-page PDF (CVPR/ICCV/ECCV), OpenReview threaded discussion (NeurIPS/ICLR/ACM MM), per-review character limits (ICML/KDD), Nature/journal point-by-point revision letters, and ARR/TMLR rolling revision. Routes by venue artifact family after shared…
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