A framework that uses LLMs to extract comparison dimensions from a paper's abstract and score its novelty against related work through pairwise comparisons and temporal tracking.
J.G.Foster,A.Rzhetsky,J.A.Evans, Traditionandinnovationinscientists’researchstrategies, Americansociologicalreview80(2015)875–908
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Mapping the Evolution of Research Contributions using KnoVo
A framework that uses LLMs to extract comparison dimensions from a paper's abstract and score its novelty against related work through pairwise comparisons and temporal tracking.