Retrieval-based Full-length Wikipedia Generation for Emergent Events

arXiv:2402.18264v1 Announce Type: new
Abstract: In today's fast-paced world, the growing demand to quickly generate comprehensive and accurate Wikipedia documents for emerging events is both crucial and challenging. However, previous efforts in Wikipedia generation have often fallen short of meeting real-world requirements. Some approaches focus solely on generating segments of a complete Wikipedia document, while others overlook the importance of faithfulness in generation or fail to consider the influence of the pre-training corpus. In this paper, we simulate a real-world …

abstract arxiv cs.cl demand documents events focus generate requirements retrieval type wikipedia world