Papers with Template (BiSET) model
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization (P19-1)
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| Challenge: | Abstractive summarization models are limited in size and noisy training data. |
| Approach: | They propose a bi-directional selective encoding with template model which leverages template from training data to softly select key information from each source article to guide its summarization process. |
| Outcome: | The proposed model improves the summarization performance significantly on a standard summarizing dataset. |