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

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