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LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory

LOKA introduces conflict-aware LLM knowledge updates using adaptive multi-unit memory with learned routing, improving accuracy and flexibility over separate unlearning and learning methods.

Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng, Jundong Li and 1 more

Published 2026 · 0 citations

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AI panel: 10 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 0/5