Unified Framework for Scalable and Robust Paper Assignment
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A Unified Framework for Scalable and Robust Paper Assignment
arXiv:2601.14402v2 Announce Type: replace Abstract: Assigning papers to reviewers is a central challenge in the peer-review process of large academic conferences. Program chairs must balance competing objectives, including maximizing reviewer expertise, promoting diversity, and enhancing robustness to strategic manipulation, but it is challenging to do so at the modern conference scale. Existing algorithmic paper assignment approaches either fail to address all of these goals simultaneously...