Method novelty prediction from peer-review novelty sentences and ChatGPT method summaries improves accuracy on ICLR 2022 data, but the benchmark leaks reviewer opinions into the input.
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Automated Novelty Evaluation of Academic Paper: A Collaborative Approach Integrating Human and Large Language Model Knowledge
Method novelty prediction from peer-review novelty sentences and ChatGPT method summaries improves accuracy on ICLR 2022 data, but the benchmark leaks reviewer opinions into the input.