[HTML][HTML] Manipulation and peer mechanisms: A survey

M Olckers, T Walsh - Artificial Intelligence, 2024 - Elsevier
In peer mechanisms, the competitors for a prize also determine who wins. Each competitor
may be asked to rank, grade, or nominate peers for the prize. Since the prize can be …

What Can Natural Language Processing Do for Peer Review?

I Kuznetsov, OM Afzal, K Dercksen, N Dycke… - arXiv preprint arXiv …, 2024 - arxiv.org
The number of scientific articles produced every year is growing rapidly. Providing quality
control over them is crucial for scientists and, ultimately, for the public good. In modern …

An Analysis of Tasks and Datasets in Peer Reviewing

M Staudinger, W Kusa, F Piroi… - Proceedings of the Fourth …, 2024 - aclanthology.org
Taking note of the current challenges of the peer review system, this paper inventories the
research tasks for analysing and possibly automating parts of the reviewing process, like …

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

I Gurevych, A Rogers, NB Shah, J Wang - 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 …

[PDF][PDF] Benchmarking Fraud Detectors on Private Graph Data

A Goldberg, G Fanti, N Shah, S Wu - 2024 - akgoldberg.github.io
Fraud constitutes a pernicious and widespread problem across numerous domains,
manifesting as fake product reviews, fraudulent payments, and the resale of stolen goods …

[PDF][PDF] Automated Peer-Reviewer Assignment can be Manipulated to Secure Reviews from Colluders

JY Hsieh - 2024 - reports-archive.adm.cs.cmu.edu
Peer review has been the method of choice for academics to ensure the overall quality of
published research. Conferences in computer science, which are typically the primary …