Xuan-You Liu

Learning Checklists to Reduce Lottery Effects in Scientific Peer Review

Reviewer lottery error describes error due to a small set of peer reviews attending to only some of the issues with a paper that a larger pool of eligible reviewers would raise. We show this error can be reduced by surfacing a checklist of criticisms learned from a historical review corpus. Our approach generates a tre...