To the best of our knowledge, we surpass previously reported F1 scores on this dataset.
our system significantly outperforms the Bi-LSTM-CNN-CRF models of (Chiu and Nichols, 2016) and (Strubell et al., 2017) by an absolute gain of 1.68 and 0.96 points respectively.