Parallel Universes for Temporal Evaluation and Knowledge Updating in LLMs

Jonathan Zheng, Zirui Shao, Alan Ritter +1

Large language models (LLMs) rely on static pretraining corpora, resulting in outdated knowledge over time. Existing approaches for evaluating knowledge edits either suffer from ra…