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Address Normalization 2 by mrgreen7760 is a document available to read on EtoBox.
What is Address Normalization 2 about?
This paper introduces GeoAgent, a framework designed to standardize non-standard addresses using a combination of large language models (LLMs) and geospatial tools. It addresses challenges such as missing information, spelling errors, and colloquial descriptions that hinder address-related tasks. The authors present a comprehensive dataset for training and evaluating address standardization models, demonstrating significant improvements in performance across various downstream tasks.
- Author
- mrgreen7760
- Language
- EN