Recommendation, information retrieval, and other information access systems pose unique
challenges for investigating and applying the fairness and non-discrimination concepts that …

Assigning paper to suitable reviewers is of great significance to ensure the accuracy and
fairness of peer review results. In the past three decades, many researchers have made a …

Challenges, experiments, and computational solutions in peer review Page 1 76
COMMUNICATIONS OF THE ACM | JUNE 2022 | VOL. 65 | NO. 6 review articles IMA GER YB Y …

Appropriate reviewer assignment significantly impacts the quality of proposal evaluation, as
accurate and fair reviews are contingent on their assignment to relevant reviewers. The …

Peer review assignment algorithms aim to match research papers to suitable expert
reviewers, working to maximize the quality of the resulting reviews. A key challenge in …

We consider three important challenges in conference peer review:(i) reviewers maliciously
attempting to get assigned to certain papers to provide positive reviews, possibly as part of …

Automatically matching reviewers to papers is a crucial step of the peer review process for
venues receiving thousands of submissions. Unfortunately, common paper matching …

Large conferences such as NeurIPS and AAAI serve as crossroads of various AI fields, since
they attract submissions from a vast number of communities. However, in some cases, this …

Conference peer review constitutes a human-computation process whose importance
cannot be overstated: not only it identifies the best submissions for acceptance, but …

Diversity Constraints in Public Housing Allocation Page 1 HAL Id: hal-01943975 https://hal.sorbonne-universite.fr/hal-01943975
Submitted on 4 Dec 2018 HAL is a multi-disciplinary open access archive for the deposit …