Papers with content-aware model
TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process (2020.findings-emnlp)
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| Challenge: | Empirical results show that generative models often use a single decoder to generate a complete response at a stroke. |
| Approach: | They propose a content-aware model with two-stage decoding process to separate content words from function words. |
| Outcome: | The proposed model outperforms competing models in automatic and human evaluation on two datasets. |