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

Shaochen Zhong

With soaring submission counts, stricter reciprocal review policies, widespread adoption of platforms like OpenReview, and without the offsetting pressure of publication fees, the…