Papers with principled techniques
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries (2025.acl-long)
Copied to clipboard
| Challenge: | Large language models exhibit the _”lost in the middle” phenomenon when they are unevenly attending to different parts of the provided context. |
| Approach: | They propose principled content selection as a way to increase source coverage . they use determinantal point processes to prioritize diverse content . |
| Outcome: | The proposed method improves source coverage on the DiverseSumm benchmark. |