Learning to Label Sequences

Recommended Reading

Named Entity Recognition and the Road to Deep Learning by Yves Peirsman
An Introduction to Conditional Random Fields by Charles Sutton and Andrew McCallum (2010)
Named Entity Recognition with Bidirectional LSTM-CNNs by Jason Chiu and Eric Nichols (2015)
Do LSTMs really work so well for PoS tagging? – A replication study by Tobias Horsmann and Torsten Zesch (2017)