Papers with Transferable Dialogue State Generator
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems (P19-1)
Copied to clipboard
| Challenge: | Existing approaches to dialogue state tracking are dependent on domain ontology and lack of sharing knowledge across domains. |
| Approach: | They propose a transferable dialogue state generator that generates dialogue states from utterances using copy mechanism. |
| Outcome: | Empirical results show that TRADE achieves state-of-the-art 48.62% joint goal accuracy for the five domains of MultiWOZ. |