一篇BiLSTM-CRF比较易懂的文章

转自：https://createmomo.github.io/

• [2017] CRF Layer on the Top of BiLSTM (BiLSTM-CRF)
  • CRF Layer on the Top of BiLSTM - 1 Outline and Introduction
  • CRF Layer on the Top of BiLSTM - 2 CRF Layer (Emission and Transition Score)
  • CRF Layer on the Top of BiLSTM - 3 CRF Loss Function
  • CRF Layer on the Top of BiLSTM - 4 Real Path Score
  • CRF Layer on the Top of BiLSTM - 5 The Total Score of All the Paths
  • CRF Layer on the Top of BiLSTM - 6 Infer the Labels for a New Sentence
  • CRF Layer on the Top of BiLSTM - 7 Chainer Implementation Warm Up
  • CRF Layer on the Top of BiLSTM - 8 Demo Code