Papers with public-domain short stories
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way (2022.emnlp-main)
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| Challenge: | Existing summarization datasets often have issues that seriously limit their usability. |
| Approach: | They propose a faster but more straightforward approach to developing summarization benchmark data . they use a protocol that hires highly-qualified contractors to read stories and write original summaries from scratch . |
| Outcome: | The proposed protocol is faster but more straightforward than scraping summaries from everyday text. |