本项目将演示如何从用户的快递单中,提取姓名、电话、省、市、区、详细地址等内容,形成结构化信息。辅助物流行 业从业者进行有效的信息提取,简化客户填写表单的流程。本项目采用了Bi-GRU+CRF网络模型来进行序列化标注,使用Bi-GRU 来解决长期记忆和反向传播中梯度问题,能够有效对长序列建模,但是无法解决标签之间的依赖性,于是将Bi-GRU标注的结果喂给 CRF得到新的序列标注。
☆18Feb 18, 2021Updated 5 years ago
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