To this end, this paper proposes Gazetteer-Enhanced Attentive Neural Networks (GEANN), whose architecture is shown in Figure 1.
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.