For example, in Figure 1 all subsequences of the sentence, such as "George Washington", will first be encoded, * Xianpei Han is the corresponding author.
to better decouple name and context knowledge for incorporating gazetteer information, we first design a new region-based attentive neural network (ANN), which introduces attention mechanism (Bahdanau et al., 2014;Vaswani et al., 2017;Su et al., 2018) to explicitly model the association between mentions and contexts.