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April 6, 2026Open Access

Peer Review Automation: Combining Rule-Based Validation with LLM-Assisted Quality Assessment

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Key Points

The paper aims to explore the integration of rule-based validation and LLMs for efficient peer review.
Investigated rule-based validation techniques
Implemented LLMs to assist in quality assessment
Analyzed the effectiveness of the combined approach
Demonstrated improved efficiency in peer review processes
Achieved higher accuracy in quality assessments
Highlighted synergies between rule-based and LLM methods

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Implication

Automation combines rule-based validation with LLM-assisted quality assessment, enhancing peer review efficiency.

Abstract

Research article: Peer Review Automation: Combining Rule-Based Validation with LLM-Assisted Quality Assessment

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Cite This Study

Oleh Ivchenko (2026) studied this question.

synapsesocial.com/papers/69d5f13674eaea4b11a7acde https://doi.org/10.5281/zenodo.19433307

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