Papers with interactive matching between responses
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots (D19-1)
Copied to clipboard
| Challenge: | Existing models for personalized dialogues rank responses according to their semantic relevance with the given context. |
| Approach: | They propose a dually interactive matching network (DIM) for presenting personalities of dialogue agents in retrieval-based chatbots. |
| Outcome: | The proposed model outperforms the existing model by 14.5% and 27.7% on a PERSONA-CHAT dataset. |