Embeddings Matter: A Case Study of Spatial Synonyms in Large Language Models

Srivishnu Pyda, Nicole R. Schneider, Hanan Samet. Embeddings Matter: A Case Study of Spatial Synonyms in Large Language Models. In Shawn D. Newsam, Lexie Yang, Song Gao 0001, Di Zhu 0004, editors, Proceedings of the 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2025, The Graduate Hotel Minneapolis, Minneapolis, MN, USA, November 3-6, 2025. pages 9-12, ACM, 2025. [doi]

Abstract

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