HyperPatch: Sequential Knowledge Editing Under n-ary Structural Drift

In three linesHyperPatch introduces a hypergraph-based sequential knowledge editing framework for LLMs. It addresses N-ary Structural Drift, where complex relation updates fracture relational integrity. On MQuAKE-CF and MQuAKE-T benchmarks, it achieves 96.24% and 21.06% relative gains in Hop-wise Accuracy over strongest baselines.

Summary generated by Claude — human-verified