Why Attention? Analyzing and Remedying BiLSTM Deficiency in Modeling Cross-Context for NER

7 Oct 2019Peng-Hsuan LiTsu-Jui FuWei-Yun Ma

State-of-the-art approaches of NER have used sequence-labeling BiLSTM as a core module. This paper formally shows the limitation of BiLSTM in modeling cross-context patterns... (read more)

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