Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding

Yigeng Zhou, Wu Li, Yifan Lu +6

Large language models accumulate extensive parametric knowledge through pre-training. However, knowledge conflicts occur when outdated or incorrect parametric knowledge conflicts w…