Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs. - Libo Zhang; Zhaoning Zhang; Wangyang Hong; Peng Qiao; Dongsheng Li (CoRR, 2026)