作者位次 #2/6ACL 2026Poster· Natural Language Processing
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
Jiacheng Hua · Yishu Yin · Yuhang Wu · Tai Wang · Yifei Huang · Miao Liu
摘要
Existing Multimodal Large Language Models (MLLMs) struggle with 3D spatial reasoning, as they fail to construct structured abstractions of the 3D environment depicted in video inputs. To bridge this gap, drawing inspiration from cognitive theories of allocentric spatial reasoning, we investigate...