Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

Yi Zhang, Xu Sun, Shuming Ma +2

Existing neural models usually predict the tag of the current token independent of the neighboring tags. The popular LSTM-CRF model considers the tag dependencies between every two…