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arXivXudong Zhang, Jian Yang, Shengkai Wang, Jiangpeng Tian, Shaowen Chen, Xian Wei, Ke Li, Xiong YouFri, May 29, 2026, 8:09 AM PDT
score 14.6

How language format changes LLM navigation performance

Original: The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning

Source: arxiv.org

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