AAAI Related Work & Novelty Positioning
Positions academic paper novelty and structures compliant related-work sections for AAAI conference submissions.
The AAAI Related Work skill assists AI researchers in drafting defensible, policy-compliant related-work sections for AAAI conference papers. It guides authors in positioning their contributions against archival work, concurrent arXiv preprints, and related venue submissions (such as NeurIPS, ICML, ICLR, and IJCAI) across method, evaluation, and system axes. By ensuring compliance with AAAI's dual-submission rules and AI-as-source citation constraints, this skill helps authors craft clear, persuasive related-work narratives tailored to both subfield experts and generalist AI reviewers.
主な機能
01Structures precise novelty claims across method, task, evaluation, and system axes
021,069 GitHub stars
03Explicitly differentiates submissions from neighbor venues like IJCAI, NeurIPS, ICML, and ICLR
04Enforces strict adherence to AAAI dual-submission and AI-as-source citation policies
05Addresses reviewer pushback regarding concurrent arXiv preprints and prior workshop papers
06Generates standardized output blocks including closest work, difference axes, and revision text
ユースケース
01Adapting ML or KR research papers for broad, non-specialist AAAI review committees
02Drafting clear and differentiated related-work sections for AAAI research submissions
03Positioning a submission's novel contributions against contemporaneous arXiv preprints