How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models
arXiv:2510.02370v3 Announce Type: replace
Abstract: Large language models leverage both parametric knowledge acquired during pretraining and in-context knowledge provided at inference time. Crucially, when these sources conflict, models arbitrate base…