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Position: Want Better ML Reviews? Stop Asking Nicely and Start Incentivizing with a Credit System

arXiv cs.AI · 17h ago Cached

This position paper argues that improving machine learning peer review requires enforceable procedural safeguards and a spendable credit system, such as OpenReview Points, to incentivize good reviewing and limit submission volume.

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