@article{sparrowtextanchoredwindowattentionwithvi, title = {Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs}, author = {Libo Zhang and Zhaoning Zhang and Wangyang Hong and Peng Qiao and Dongsheng Li}, year = {2026}, eprint = {2602.15318}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.15318}, }