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Apr, 2024
思维可视化激发大型语言模型的空间推理
Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
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Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong...
TL;DR
大型语言模型中的空间推理能力相对较少探索,在本文中,我们提出了一种名为Thought可视化的方法,通过可视化语言模型的推理轨迹来引导后续的推理步骤,实验证明Thought可视化显著增强了语言模型的空间推理能力,并且在多跳空间推理任务中表现优于现有的多模态大型语言模型。
Abstract
large language models
(LLMs) have exhibited impressive performance in language comprehension and various reasoning tasks. However, their abilities in
spatial reasoning
, a crucial aspect of human cognition, remain
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