作者位次 #4/5ACL 2026Findings· Findings of ACL
MAVIS : Multi-Agent Video Retrieval via Structured Video Understanding
Jie Zhang · Qilang Ye · Hao Zhou · Haochen Liang · Fei Luo
摘要
The dominant paradigm in video retrieval relies on embedding-based full-corpus scanning, which suffers from inherent computational inefficiency and the semantic asymmetry between information-dense videos and sparse textual queries. To bridge this gap, we introduce MAVIS , a novel multi-agent fram...