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May, 2023
基于层次信息的地址匹配
Address Matching Based On Hierarchical Information
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Chengxian Zhang, Jintao Tang, Ting Wang, Shasha Li
TL;DR
本文提出了一种基于深度学习的层次化信息利用方法,可以更好地解决不规则地址匹配的问题并更加关注地址中的特殊部分,实验结果表明,该方法可以将现有方法的准确率提高3.2%。
Abstract
There is evidence that
address matching
plays a crucial role in many areas such as express delivery, online shopping and so on. Address has a
hierarchical structure
, in contrast to unstructured texts, which can c
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