From Relation-Specific Heads to Shared Interventions: Contextual Entrainment in Language Models

Jinghan Zheng, Jiajun Shi

Large language models rely on prompt context to perform in-context learning, follow formats, and adapt to local evidence. This ability, however, also raises a robustness concern: m…