Boston Consulting Group

TurnStyle: A Framework for Analyzing Human Conversational Behaviors to Predict Success in LLM-Assisted Tasks

LLMs are widespread across educational and professional environments, often used to tackle tasks beyond users' prior expertise. {However, there is limited work on task-agnostic, turn-level frameworks to characterize human communication styles with LLMs that are linked to better task outcomes.} We introduce TurnStyle,…