Multi-domain dialogue state tracking with recursive inference

• Main Authors: LIAO, Lizi, ZHU, Tongyao, LONG, Le Hong, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Dialogue state tracking; Recursive inference; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/7582; https://ink.library.smu.edu.sg/context/sis_research/article/8585/viewcontent/Multi_domain_dialogue_state_tracking_with_recursive_inference.pdf
• Institution: Singapore Management University

Multi-domain dialogue state tracking (DST) is a critical component for monitoring user goals during the course of an interaction. Existing approaches have relied on dialogue history indiscriminately or updated on the most recent turns incrementally. However, in spite of modeling it based on fixed on...