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

COLING 2018 Yi ZhangXu SunShuming MaYang YangXuancheng Ren

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 consecutive tags... (read more)

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