Rafael Ferreira

Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants

Conversational systems must be robust to user interactions that naturally exhibit diverse conversational traits. Capturing and simulating these diverse traits coherently and efficiently presents a complex challenge. This paper introduces Multi-Trait Adaptive Decoding (mTAD), a method that generates…