Peer Reviews of Peer Reviews: A Randomized Controlled Trial and Other Experiments | allainews.com

Dec. 1, 2023, 3:38 p.m. | Nihar Shah

Machine Learning Blog | ML@CMU | Carnegie Mellon University blog.ml.cmu.edu

Alexander Goldberg, Ivan Stelmakh, Kyunghyun Cho, Alice Oh, Alekh Agarwal, Danielle Belgrave, and Nihar Shah Is it possible to reliably evaluate the quality of peer reviews? We study peer reviewing of peer reviews driven by two primary motivations: (i) Incentivizing reviewers to provide high-quality reviews is an important open problem. The ability to reliably assess the quality of reviews can help design such incentive mechanisms. (ii) Many experiments in the peer-review processes of various scientific fields use evaluations of reviews …

kyunghyun cho machine learning peer quality research reviews study

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