Papers with attribute encoder
Attribute-aware Sequence Network for Review Summarization (D19-1)
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| Challenge: | Existing review summarization systems generate summary only based on review content and neglect the authors’ attributes (e.g., gender, age, and occupation). |
| Approach: | They propose an Attribute-aware Sequence Network (ASN) to take the aforementioned users’ characteristics into account by encoding their attributes over the words. |
| Outcome: | The proposed model outperforms existing systems on tripAtt and human evaluation by taking the authors' attributes into account and incorporating attribute embedding and word-using habits into word prediction. |