Shah, Nihar B.

Challenges, experiments, and computational solutions in peer review

Shah, N. B. (2022) · Communications of the ACM

Publishing and Scholarly CommunicationSoftware Engineering Techniques and Practices

Cited by 66

Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments

Jecmen, S., Zhang, H., Liu, R., Shah, N. B., Conitzer, V., & Fang, F. (2020) · arXiv

Game Theory and Voting SystemsRecommender Systems and Techniques

Cited by 39

Loss Functions, Axioms, and Peer Review

Noothigattu, R., Shah, N., & Procaccia, A. (2021) · Journal of Artificial Intelligence Research

Game Theory and Voting SystemsRecommender Systems and Techniques

Cited by 28

A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences

Stelmakh, I., Shah, N. B., Singh, A., & Daumé III, H. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Publishing and Scholarly CommunicationAcademic Writing and Publishing

Cited by 24

ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing

Liu, R., & Shah, N. B. (2023) · arXiv

Topic ModelingAcademic Writing and Publishing

Cited by 23

Peer reviews of peer reviews: A randomized controlled trial and other experiments

Goldberg, A., Stelmakh, I., Cho, K., Oh, A., Agarwal, A., Belgrave, D., & Shah, N. B. (2025) · PLOS ONE

Meta-analysis and systematic reviewsPublishing and Scholarly Communication

Cited by 18

To ArXiv or not to ArXiv: A Study Quantifying Pros and Cons of Posting Preprints Online

Rastogi, C., Stelmakh, I., Shen, X., Meila, M., Echenique, F., Chawla, S., & Shah, N. B. (2022) · arXiv

Academic Publishing and Open AccessPublishing and Scholarly Communication

Cited by 14

Detecting LLM-generated peer reviews

Rao, V. S., Kumar, A., Lakkaraju, H., & Shah, N. B. (2025) · PLOS One

Advanced Steganography and Watermarking TechniquesAcademic integrity and plagiarism

Cited by 14

What Can Natural Language Processing Do for Peer Review?

Kuznetsov, I., Afzal, O. M., Dercksen, K., Dycke, N., Goldberg, A., Hope, T., Hovy, D., Kummerfeld, J. K., Lauscher, A., Leyton-Brown, K., et al. (2024) · arXiv

Academic Writing and PublishingPublishing and Scholarly Communication

Cited by 6

The role of author identities in peer review

Shah, N. B. (2023) · PLOS ONE

Publishing and Scholarly CommunicationAcademic Publishing and Open Access

Cited by 6

Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment

Goldberg, A., Ullah, I., Khuong, T. G. H., Rachmat, B. K., Xu, Z., Guyon, I., & Shah, N. B. (2024) · arXiv

Academic Writing and PublishingPublishing and Scholarly Communication

Cited by 4

Assisting Human Decisions in Document Matching

Kim, J. S., Chen, V., Pruthi, D., Shah, N. B., & Talwalkar, A. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Recommender Systems and Techniques

Cited by 3

Use and Effects of LLMs in Peer Review: A Randomized Experiment and Survey at ICML 2026

Kim, S. S. Y., Deng, W. H., Vaughan, J. W., Su, B., Su, W., Agarwal, A., Li, S., Jaggi, M., Goldstein, D. G., Shah, N. B., et al. (2026) · arXiv

Publishing and Scholarly CommunicationAcademic Writing and Publishing

Cited by 0

Causal Effect of Group Diversity on Redundancy and Coverage in Peer-Reviewing

Goyal, N., Stelmakh, I., Shah, N., & Daumé, H. (2024) · arXiv

scientometrics and bibliometrics researchPublishing and Scholarly Communication

Cited by 0

FLAWS: A Benchmark for Error Identification and Localization in Scientific Papers

Xi, S., Rao, V., Payan, J., & Shah, N. B. (2025) · arXiv

Academic Writing and PublishingTopic Modeling

Cited by 0