Emerging trends: Sota-chasing

KW Church, V Kordoni - Natural Language Engineering, 2022 - cambridge.org
Many papers are chasing state-of-the-art (SOTA) numbers, and more will do so in the future.
SOTA-chasing comes with many costs. SOTA-chasing squeezes out more promising …

[HTML][HTML] Reviewer assignment algorithms for peer review automation: A survey

X Zhao, Y Zhang - Information Processing & Management, 2022 - Elsevier
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 …

Technical paper recommendation: A study in combining multiple information sources

C Basu, H Hirsh, WW Cohen… - Journal of Artificial …, 2001 - jair.org
The growing need to manage and exploit the proliferation of online data sources is opening
up new opportunities for bringing people closer to the resources they need. For instance …

Collaborative future event recommendation

E Minkov, B Charrow, J Ledlie, S Teller… - Proceedings of the 19th …, 2010 - dl.acm.org
We demonstrate a method for collaborative ranking of future events. Previous work on
recommender systems typically relies on feedback on a particular item, such as a movie …

An algorithm to determine peer-reviewers

MA Rodriguez, J Bollen - Proceedings of the 17th ACM conference on …, 2008 - dl.acm.org
The peer-review process is the most widely accepted certification mechanism for officially
accepting the written results of researchers within the scientific community. An essential …

Automatic paper-to-reviewer assignment, based on the matching degree of the reviewers

X Li, T Watanabe - Procedia Computer Science, 2013 - Elsevier
There are a number of issues which are involved with organizing a conference. Among
these issues, assigning conference-papers to reviewers is one of the most difficult tasks …

Recommender systems for the conference paper assignment problem

D Conry, Y Koren, N Ramakrishnan - … of the third ACM conference on …, 2009 - dl.acm.org
We present a recommender systems approach to conference paper assignment, ie, the task
of assigning paper submissions to reviewers. We address both the modeling of reviewer …

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 …

Profile based recommendation of code reviewers

M Fejzer, P Przymus, K Stencel - Journal of Intelligent Information Systems, 2018 - Springer
Code reviews consist in proof-reading proposed code changes in order to find their
shortcomings such as bugs, insufficient test coverage or misused design patterns. Code …

A survey on reviewer assignment problem

F Wang, B Chen, Z Miao - New Frontiers in Applied Artificial Intelligence …, 2008 - Springer
Abstract Research into Reviewer Assignment Problem (RAP) is still in its early stage but
there is great world-wide interest, as the foregoing process of peer-review which is the …