This is produced by applying a single fully connected layer of size one to the representation r m (a, m) produced by the mention-pair encoder: where W m is a 1 × d weight matrix.
many recent state-of-the-art coreference systems operate solely by linking pairs of mentions together Martschat and Strube, 2015;Wiseman et al., 2015).