Position: The ML Community Must Build an AI-Augmented Peer-Review Ecosystem

Qiyao Wei, Samuel Holt, Jing Yang +2

Peer review, the bedrock of scientific advancement in machine learning (ML), is strained by a crisis of scale. Exponential growth in manuscript submissions to premier ML venues suc…