Paper Review

Creator

Creator

Seonglae Cho

Created

Created

2025 Nov 12 11:8

Editor

Editor

Seonglae Cho

Edited

Edited

2026 Sep 18 16:46

Refs

Refs

heuristic

hype

overstated

ai generated

frame

statistical robustness

Paper Review Notion

AI Paper Review

Google PAT

ICML Experimental Program using Google’s Paper Assistant Tool (PAT)

Google Technical Staff: Rajesh Jayaram Vincent Cohen-Addad Drew Tyler Jieming Mao Jon Schneider

ICML Experimental Program using Google’s Paper Assistant Tool (PAT)

https://blog.icml.cc/2026/01/14/icml-experimental-program-using-googles-paper-assistant-tool-pat/

Author ranking

Owner-assisted peer review via Isotonic Mechanism

You Are the Best Reviewer of Your Own Papers: An Owner-Assisted...

I consider a setting where reviewers offer very noisy scores for several items for the selection of high-quality ones (e.g., peer review of large conference proceedings), whereas the owner of...

https://arxiv.org/abs/2110.14802

You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism

Machine learning (ML) and artificial intelligence (AI) conferences including NeurIPS and ICML have experienced a significant decline in peer review quality in recent years. To address this growing...

https://arxiv.org/abs/2206.08149

Isotonic Mechanism for Exponential Family Estimation in Machine...

In 2023, the International Conference on Machine Learning (ICML) required authors with multiple submissions to rank their submissions based on perceived quality. In this paper, we aim to employ...

https://arxiv.org/abs/2304.11160

An Isotonic Mechanism for Overlapping Ownership

Motivated by the problem of improving peer review at large scientific conferences, this paper studies how to elicit self-evaluations to improve review scores in a natural many-to-many owner-item...

https://arxiv.org/abs/2306.11154

The ICML 2023 Ranking Experiment: Examining Author Self-Assessment...

We conducted an experiment during the review process of the 2023 International Conference on Machine Learning (ICML), asking authors with multiple submissions to rank their papers based on...

https://arxiv.org/abs/2408.13430

Backlinks

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