Discourse-Role Labels as Presentation-Time Variables for Context Use in Language Models

This study investigates the effect of discourse-role labels, such as "Reference" or "Instruction," on language model behavior. It reveals that the adoption rate of misleading information can shift significantly (56-84 percentage points) depending on the label, with labels like "Instruction" increasing adoption and "Example" consistently suppressing it.