作者位次 #2/3ICML 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning
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Manjie Xu · Isabella Yin · Xinyi Tu · Chi Zhang · Yixin Zhu
LLMs struggle with Semantic Inertia: the inability to inhibit pre-trained priors (e.g., “Lava is Dangerous”) when dynamic, in-context rules contradict them. We probe this phenomenon using , where physical laws are mutable text rules, enabling precise evaluation of models’ ability to override lear...