LLMs systematically combine abstract category cues from a query with features from irrelevant context, causing structured answer flips, a behavior the authors call class-based (mis)generalization.
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Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs
LLMs systematically combine abstract category cues from a query with features from irrelevant context, causing structured answer flips, a behavior the authors call class-based (mis)generalization.