虽然网上的文章对BiLSTM-CRF模型介绍的文章有很多,但是一般对CRF层的解读比较少。

于是决定,写一系列专门用来解读BiLSTM-CRF模型中的CRF层的文章。

我是用英文写的,发表在了github pages上。

如果文章中有描述不对,不准确或者引起困惑的地方,欢迎随时发表评论。

(全站目录:Table of Contents

文章链接:

(2017.09.15)标题:CRF Layer on the Top of BiLSTM - 1 Outline and Introduction

(2017.09.23)标题:CRF Layer on the Top of BiLSTM - 2 CRF Layer (Emission and Transition Score)

(2017.10.08)标题:CRF Layer on the Top of BiLSTM - 3 CRF Loss Function

(2017.10.20)标题:CRF Layer on the Top of BiLSTM - 4 Real Path Score

(2017.11.11)标题:CRF Layer on the Top of BiLSTM - 5 The Total Score of All the Paths

(2017.11.25)标题:CRF Layer on the Top of BiLSTM - 6 Infer the Labels for a New Sentence

(2017.12.06)标题:CRF Layer on the Top of BiLSTM - 7 Chainer Implementation Warm Up

(2017.12.07)标题:CRF Layer on the Top of BiLSTM - 8 Demo Code

【完结】

05-11 21:59