ProceedingsFull paper
Open Peer Review of Machine-Learning Papers: Early Evidence
We study reports from 300 openly reviewed machine-learning papers. Open reports are longer, more specific and more often cite evidence than comparable anonymous reports from closed venues, and reviewers who sign their reports are no more lenient. We discuss limits of the comparison.