Large Language Model-Driven Structured Output: A Comprehensive Benchmark and Spatial Data Generation Framework

Large language models (LLMs) have demonstrated remarkable capabilities in document processing, data analysis, and code generation. However, the generation of spatial information in a structured and unified format remains a challenge, limiting their integration into production environments. In this p...

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Hlavní autoři:	Diya Li, Yue Zhao, Zhifang Wang, Calvin Jung, Zhe Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-11-01
Edice:	ISPRS International Journal of Geo-Information
Témata:	spaital R-tree large language model generative pretrained transformer GeoJSON structured data
On-line přístup:	https://www.mdpi.com/2220-9964/13/11/405
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