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cs.AI2026
TimelineAgent: An LLM-based Framework for Query-Centric Event Timeline Extraction Across Multiple Documents
Qingkai Min, Yunxin Bao, Yifeng Lu +4
Query-centric cross-document event timeline extraction aims to construct event timelines from multiple documents under diverse query focuses. The task is very challenging due to th…
cs.CL2026
AI Historian: Helping historians organize and verify person-centred temporal clues from dispersed historical narratives
Yifeng Lu, Zijie Yang, Jie Li +2
History is not preserved in complete, continuous form. Accounts of a person's activities, relationships and historical contexts are scattered across texts, chapters and narrative p…