DocTER: Evaluating document-based knowledge editing

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Suhang Wu, Ante Wang, Minlong Peng, Yujie Lin, Wenbo Li, Mingming Sun, Jinsong Su

Published: 2026, Last Modified: 21 Jan 2026Inf. Process. Manag. 2026EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We are the first to explore document-based knowledge editing.•We propose the first document-level editing benchmark with four perspectives.•We propose a pipeline to adapt triplet-based methods for document-level editing.•We show document editing is harder than triplets and identify key factors.