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

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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Bibliographic Details
Main Authors: Diya Li, Yue Zhao, Zhifang Wang, Calvin Jung, Zhe Zhang
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
spaital R-tree
large language model
generative pretrained transformer
GeoJSON
structured data
Online Access:https://www.mdpi.com/2220-9964/13/11/405
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