One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models

Published in Annual Meeting of the Association for Computational Linguistics (ACL), 2026

Recommended citation: S. Bai, J. Zhang, H. Huang, Y. Wang, J. Liu, Y. Wu, N. Yu, Y. Gao (corresponding author), M. Cheng. (2026). "One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models." Annual Meeting of the Association for Computational Linguistics (ACL). (CCF-A)
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