When Is External Knowledge Worth Adding? Reference-Aware Evaluation of Knowledge-Augmented Systems

Zhiping Liu

doi:10.5281/zenodo.23045838

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When Is External Knowledge Worth Adding? Reference-Aware Evaluation of Knowledge-Augmented Systems · Researchar

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When Is External Knowledge Worth Adding? Reference-Aware Evaluation of Knowledge-Augmented Systems

Zhiping Liu · Zenodo (CERN European Organization for Nuclear Research) 2026 · 2026

DOI: 10.5281/zenodo.23045838

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Information Retrieval and Search BehaviorTopic ModelingNatural Language Processing TechniquesComputer scienceRisk analysis (engineering)Knowledge-based systems+2

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Abstract

All data, code, reproduction files, and other related materials supporting this study have been uploaded to this Zenodo record. Currently, the record is restricted. The data and files will be made publicly available upon publication of the associated paper. Until then, researchers with special needs for access may contact the author via email at:

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