MultiWoZ 2.1
Related Papers
Adding Chit-Chat to Enhance Task-Oriented Dialogues
AbstractExisting dialogue corpora and models are typically designed under two disjoint motives: while task-oriented systems focus on achieving functional goals (e.g., booking hotels), open-domain chatbots aim at making socially engaging …...
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering
AbstractDialog State Tracking (DST), an integral part of modern dialog systems, aims to track user preferences and constraints (slots) in task-oriented dialogs. In real-world settings with constantly changing services, DST …...
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking
AbstractIn dialogue state tracking, dialogue history is a crucial material, and its utilization varies between different models. However, no matter how the dialogue history is used, each existing model uses …...
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking
AbstractDialogue State Tracking (DST) aims to keep track of users’ intentions during the course of a conversation. In DST, modelling the relations among domains and slots is still an under-studied …...
BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking
AbstractDespite the recent advances in dialogue state tracking (DST), the joint goal accuracy (JGA) of the existing methods on MultiWOZ 2.1 still remains merely 60%. In our preliminary error analysis, …...