AINeutralarXiv – CS AI · 8h ago6/10
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Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future
A comprehensive survey examines how large language models can assist or automate peer review processes across academia, synthesizing techniques for review generation, post-review tasks, and evaluation methods. The research catalogs datasets and modeling approaches while addressing ethical concerns and practical implementation challenges for integrating AI into scholarly publishing workflows.