作者位次 #2/6ACL 2026Findings· Findings of ACL
Confidence-Aware Ranker Ensembles for Robust In-Context Knowledge Editing
Tejal Nair · Mahmud Wasif Nafee · Maiqi Jiang · Ashley Gao · Haipeng Chen · Yanfu Zhang
摘要
Although large language models (LLMs) excel at factual recall, they can still propagate stale or incorrect knowledge, making in-context knowledge editing a gradient-free remedy suitable for black-box APIs. These knowledge editors that use in-context learning typically rely on a single retriever a...