Bidirectional LSTM-CRF Models for Sequence Tagging

9 Aug 2015Zhiheng HuangWei XuKai Yu

In this paper, we propose a variety of Long Short-Term Memory (LSTM) based models for sequence tagging. These models include LSTM networks, bidirectional LSTM (BI-LSTM) networks, LSTM with a Conditional Random Field (CRF) layer (LSTM-CRF) and bidirectional LSTM with a CRF layer (BI-LSTM-CRF)... (read more)

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