Papers with short-term storage system
A Working Memory Model for Task-oriented Dialog Response Generation (P19-1)
Copied to clipboard
| Challenge: | Existing models to integrate external Knowledge Base information, one form of world knowledge, confound dialog history with KB tuples and store them into one memory. |
| Approach: | They propose a working memory model that interacts with two long-term memories to generate dialog responses. |
| Outcome: | The proposed model outperforms the state-of-the-art models on two task-oriented dialog datasets. |