UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking

MA Khan, BK Prasad, G Qi, W Song, F Ye, Z Ali… - Applied …, 2024 - Springer
Spoken dialogue systems (SDS) heavily rely on dialogue state tracking (DST) for success.
However, providing sufficient computational power for training proves challenging, given …

Active discovering new slots for task-oriented conversation

Y Wu, T Dai, Z Zheng, L Liao - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
Existing task-oriented conversational systems heavily rely on domain ontologies with pre-
defined slots and candidate values. In practical settings, these prerequisites are hard to …

External Slot Relationship Memory for Multi-Domain Dialogue State Tracking

X **ng, C Yang, D Lin, D Teng, P Chen, X Zhang - Applied Sciences, 2023 - mdpi.com
Dialogue state tracking is an essential component in multi-domain dialogue systems that
aims to accurately determine the current dialogue state based on the dialogue history …

[PDF][PDF] Active discovering new slots for task-oriented conversation.(2024)

Y WU, T DAI, Z ZHENG, L LIAO - IEEE/ACM Transactions on Audio … - ink.library.smu.edu.sg
Existing task-oriented conversational search systems heavily rely on domain ontologies with
pre-defined slots and candidate value sets. In practical applications, these prerequisites are …

Task-oriented 지능형 관광 챗봇 시스템 개발

강훈철 - 2024 - oak.jejunu.ac.kr
지능형 관광 서비스는 쉽고 편리하게 관광객에게 개인 맞춤형 여행 플래너 서비스 와 상황인지
기반의 투어 가이드 서비스를 제공할 수 있어야 한다. 본 논문에서는 관광객에게 쉽고 편리한 …