We use a bi-directional Long-Short Term Memory Network (Bi-LSTM) (Hochreiter and Schmidhuber, 1997) for tagging.
we project each word p i → p * i into a continuous vector space via pretrained GloVe embeddings (Pennington et al., 2014).