Individual skill
recsys-author-response
Use when drafting an ACM RecSys rebuttal during the author-response window, covering the short narrative RecSys allows, anonymity, anchoring answers to submitted evidence and the anonymous repository, the recurring objections about untuned baselines, leakage, and offline-online gaps, and Senior-PC-focused clarification.
RecSys-Skills/skills/recsys-author-response/SKILL.md
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- Last checked
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# RecSys Author Response
Use this after RecSys reviews are released and the rebuttal window opens. RecSys runs a brief
author-response phase (2026: June 4-9) in which authors add a short narrative to clarify
misconceptions. Reopen the current instructions before drafting — the length and mechanics are
cycle-specific and the phase is short.
## Triage
- Answer concerns that move the decision: correctness, recommendation novelty, evaluation
validity, reproducibility, and fit.
- Use **already-submitted** evidence — paper sections, tables, ablations, the appendix, and the
anonymous repository. The rebuttal clarifies; it does not add a new experiment the reviewers
cannot see.