WSDM Paper Defense & Review Strategy

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Guides preemptive objection engineering, in-PDF rebuttal placement, and review triage for the no-rebuttal WSDM conference.

The WSDM Author Response skill helps researchers navigate the unique publication workflow of ACM WSDM, a data mining and information retrieval conference that historically runs without an author rebuttal phase. It enables authors to construct a preemptive objection inventory using reviewer archetypes (IR methods, industry practitioners, and graph specialists) and embed defenses directly into the submission PDF before the deadline. Additionally, the skill provides rules for post-submission communication with program chairs, frameworks for triaging reviews that cannot be formally answered, and strategic routing forks for resubmission to venues like SIGIR, KDD, CIKM, or RecSys.

Key Features

01In-PDF defense placement rules for evaluation validity, baselines, and claim scoping
02Post-notification review triage distinguishing consensus bugs, misreadings, and taste issues
031,090 GitHub stars
04Chair communication governance detailing strict legitimate post-submission contact protocols
05Preemptive objection inventory construction based on WSDM reviewer archetypes
06Strategic resubmission routing across sibling venues including SIGIR, KDD, CIKM, and RecSys

Use Cases

01Conducting an adversarial pre-submission paper review to anticipate and neutralize reviewer criticisms
02Restructuring draft paper discussions and result sections to address potential baseline or serving concerns
03Triaging WSDM rejection reviews to formulate targeted revision plans for subsequent submission cycles