Reviewer assignment problem: A systematic review of the literature

M Aksoy, S Yanik, MF Amasyali - Journal of Artificial Intelligence Research, 2023 - jair.org
Appropriate reviewer assignment significantly impacts the quality of proposal evaluation, as
accurate and fair reviews are contingent on their assignment to relevant reviewers. The …

Challenges, experiments, and computational solutions in peer review

NB Shah - Communications of the ACM, 2022 - dl.acm.org
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 …

A one-size-fits-all approach to improving randomness in paper assignment

Y Xu, S Jecmen, Z Song, F Fang - Advances in Neural …, 2023 - proceedings.neurips.cc
The assignment of papers to reviewers is a crucial part of the peer review processes of large
publication venues, where organizers (eg, conference program chairs) rely on algorithms to …

A gold standard dataset for the reviewer assignment problem

I Stelmakh, J Wieting, G Neubig, NB Shah - arxiv preprint arxiv …, 2023 - arxiv.org
Many peer-review venues are either using or looking to use algorithms to assign
submissions to reviewers. The crux of such automated approaches is the notion of the" …

FairColor: An efficient algorithm for the balanced and fair reviewer assignment problem

K Bouanane, AN Medakene, A Benbelghit… - Information Processing …, 2024 - Elsevier
As the volume of submitted papers continues to rise, ensuring a fair and accurate
assignment of manuscripts to reviewers has become increasingly critical for academic …

Tradeoffs in preventing manipulation in paper bidding for reviewer assignment

S Jecmen, NB Shah, F Fang, V Conitzer - arxiv preprint arxiv:2207.11315, 2022 - arxiv.org
Many conferences rely on paper bidding as a key component of their reviewer assignment
procedure. These bids are then taken into account when assigning reviewers to help ensure …

On the detection of reviewer-author collusion rings from paper bidding

S Jecmen, NB Shah, F Fang, L Akoglu - arxiv preprint arxiv:2402.07860, 2024 - arxiv.org
A major threat to the peer-review systems of computer science conferences is the existence
of" collusion rings" between reviewers. In such collusion rings, reviewers who have also …

Автоматизація підбору наукових рецензентів: огляд задач і методів

МВ Петричко, СД Штовба - Вісник Вінницького політехнічного …, 2024 - ir.lib.vntu.edu.ua
Останнім часом все гостріше постає проблема якісного та своєчасного наукового
рецензування. Наукові рецензенти здійснюють експертизу рукописів статей, доповідей …

[SÁCH][B] Application-oriented collective decision making: Experimental toolbox and dynamic environments

N Böhmer - 2023 - search.proquest.com
Collective decision making problems capture situations where the preferences of agents
need to be aggregated into a compromise solution. This thesis focuses on two such …

Reviewer No. 2: Old and New Problems in Peer Review (Dagstuhl Seminar 24052)

I Gurevych, A Rogers, NB Shah, J Wang - Dagstuhl Reports, 2024 - drops.dagstuhl.de
This report documents the program and the outcomes of Dagstuhl Seminar 24052"
Reviewer No. 2: Old and New Problems in Peer Review". This seminar provided a point of …