Learning to Label Sequences
===== Recommended Reading =====
* [[http://nlp.town/blog/ner-and-the-road-to-deep-learning/|Named Entity Recognition and the Road to Deep Learning]] by Yves Peirsman
* [[https://arxiv.org/abs/1011.4088|An Introduction to Conditional Random Fields]] by Charles Sutton and Andrew McCallum (2010)
* [[https://arxiv.org/abs/1511.08308|Named Entity Recognition with Bidirectional LSTM-CNNs]] by Jason Chiu and Eric Nichols (2015)
* [[https://www.aclweb.org/anthology/D17-1076|Do LSTMs really work so well for PoS tagging? – A replication study]] by Tobias Horsmann and Torsten Zesch (2017)