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】