Papers with self-training summaries
OpineSum: Entailment-based self-training for abstractive opinion summarization (2023.findings-acl)
Copied to clipboard
| Challenge: | Abstractive summarization is promising for fluently comparing opinions from a set of reviews about a place or product. |
| Approach: | They propose a novel method that automatically leverages common opinions across reviews to create powerful abstractive models. |
| Outcome: | The proposed method outperforms strong peer systems in both settings. |