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NERfromBasic

从基础算法开始,学习命名实体识别的算法

[TOC]

Day1: 维特比算法

HMM的小例子

从一个小例子开始实现维特比算法:

例子来自知乎一个答案对维特比算法和HMM的讲解:

如何通俗地讲解 viterbi 算法? - Kiwee的回答 - 知乎 https://www.zhihu.com/question/20136144/answer/239971177

详见CSDN:https://blog.csdn.net/StarLib/article/details/106904606

Day2:LSTM+CRFs

CRFs模型推到代码实现:

https://blog.csdn.net/StarLib/article/details/106933974

Day3: 用LSTM+CRFs 实战处理 conll 2003 数据集

代码讲解如下:

https://blog.csdn.net/StarLib/article/details/107437859

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