SLANG::Sequence LAbeliNG

Implementation in Keras of some papers for sequence labelling tasks such as Named-Entity Recognition or Part-of-Speech tagging. Currently implementing the following papers:

• "Neural Architectures for Named Entity Recognition" (Lample et al. 2016)

• "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" (Ma und Havoy 2016)

This is code that I hope to continue improving, there are still a few TODOs.

You can read a more detailed description and explanation about these methods on the following blog post:

• Named-Entity Recognition based on Neural Networks (www.davidsbatista.net)