Then, the model calculates the j-th attention vectorŝ j using the context vector o j : where W e is a weight matrix and tanh is the hyperbolic tangent function.
this section describes the NER model using a character-level NLM (Akbik et al., 2018), which is our baseline comparison with our approach.