作者位次 #2/7ACL 2026Poster· Natural Language Processing
L ong V ideo A gent: Multi-Agent Reasoning with Long Videos
Runtao Liu · Ziyi Liu · Jiaqi Tang · Yue Ma · Renjie Pi · Jipeng Zhang · Qifeng Chen
摘要
Recent advances in multimodal LLMs and systems that use tools for long-video QA point to the promise of reasoning over hour-long episodes. However, many methods still compress content into lossy summaries or rely on limited toolsets, weakening temporal grounding and missing fine-grained cues. We...