Papers by Pauras Mangesh Meher
REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives (2025.coling-industry)
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| Challenge: | Creating new articles and editing older ones is expensive and time-consuming. |
| Approach: | They propose a multi-staged retrieval-augmented generation technique to leverage personal narratives to enhance Wikipedia’s B and C category biography articles. |
| Outcome: | The proposed approach outperforms the best performing baseline by 17% in terms of integrability to the original Wikipedia article and 28.5% in terms informativeness. |