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README.md

CRF-Layer-on-the-Top-of-BiLSTM (BiLSTM-CRF)

The article series include:

  • Introduction - the general idea of the CRF layer on the top of BiLSTM for named entity recognition tasks
  • A Detailed Example - a toy example to explain how CRF layer works step-by-step
  • Chainer Implementation - a chainer implementation of the CRF Layer

Links:

GitHub: https://github.com/createmomo/CRF-Layer-on-the-Top-of-BiLSTM

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Please note that: The Wechat Public Account is avaiable now! If you found this article is useful and would like to found more information about this series, please subscribe to the public account by your Wechat! (2020-04-03) QR Code

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The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/ expand collapse
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