Papers with PASS system
PASS: Perturb-and-Select Summarizer for Product Reviews (2021.acl-long)
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| Challenge: | Existing work on product reviews summarization focuses on generating concise, coherent and informative summaries, but this task is challenging. |
| Approach: | They propose a product reviews summarization task that employs a large pre-trained Transformer-based model and a method for ranking these summaries according to desired criteria. |
| Outcome: | The proposed system avoids the problem of self-contradiction by ranking the summaries according to desired criteria. |