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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...
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Context 1
... instances are initially empty, and gradually enriched by adding Annotation components. Besides spotting relevant excerpts (Annotate), GPT can also help in summarizing the evaluation so far for the criterion at hand (Compile) or asking for alternative viewpoints (Provide viewpoints) 6 . Fig. 4 shows the case for Provide ...
Context 2
... instances are initially empty, and gradually enriched by adding Annotation components. Besides spotting relevant excerpts (Annotate), GPT can also help in summarizing the evaluation so far for the criterion at hand (Compile) or asking for alternative viewpoints (Provide viewpoints) 6 . Fig. 4 shows the case for Provide ...
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Peer review is a cornerstone of quality control in scientific publishing. With the increasing workload, the unintended use of `quick' heuristics, referred to as lazy thinking, has emerged as a recurring issue compromising review quality. Automated methods to detect such heuristics can help improve the peer-reviewing process. However, there is limit...
