Finally, as for the local disambiguation model, we integrate the BERT-based entity similarity Ψ BERT (e, c) with the local context score Ψ long (e, c) (defined in Equation 2) and the priorp(e|m i ) with two fully connected layers of 100 hidden units and ReLU non-linearities following the same feature composition methods as <cite>Ganea and Hofmann (2017)</cite> .