Qianli Hu

Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach

This paper tackles the challenges presented by Automatic Speech Recognition (ASR) errors in voice-based dialog systems, specifically, their adverse impact on Entity Resolution (ER) as a downstream task. Navigating the equilibrium between accuracy and online retrieval’s speed requirement proves chall…