Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking

R Su, TW Wu, BH Juang - arxiv preprint arxiv:2311.06345, 2023 - arxiv.org
Tracking dialogue states is an essential topic in task-oriented dialogue systems, which
involve filling in the necessary information in pre-defined slots corresponding to a schema …

Fact-Aware Summarization with Contrastive Learning for Few-Shot Dialogue State Tracking

S Feng, H Su, H **e, D Wu, H Huang… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Dialogue state tracking (DST) is a crucial component of task-oriented dialogue systems, as it
aims to accurately track the user's goals throughout the dialogue history. However, DST …

Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot

S Lee, D Kim, M Song - arxiv preprint arxiv:2410.22767, 2024 - arxiv.org
Goal-oriented chatbots are essential for automating user tasks, such as booking flights or
making restaurant reservations. A key component of these systems is Dialogue State …