Streamlining the review process: AI-generated annotations in research manuscripts

Publication Details
Title Streamlining the review process: AI-generated annotations in research manuscripts
Authors Oscar Díaz, Xabier Garmendia, Juanan Pereira
Author Count 3
Type Preprint
Publication Date Nov 2024
Year 2024
Where Published arXiv 2024
Quartile N/A
DOI 10.48550/arXiv.2412.00281
ResearchGate URL https://www.researchgate.net/publication/386373777_Streamlining_the_review_process_AI-generated_annotations_in_research_manuscripts
JCR Indexed No
Abstract

The increasing volume of research paper submissions poses a significant challenge to the traditional academic peer-review system, leading to an overwhelming workload for reviewers. This study explores the potential of integrating Large Language Models (LLMs) into the peer-review process to enhance efficiency without compromising effectiveness. We f...