WD Classifier: the neural network based WD classifier essentially inherits the features that have been shown effective in previous event coreference studies (Ahn, 2006;, including both features for event words and features for their arguments.
the classifier includes a common neural layer shared by two event mentions to embed event lemma and partsof-speech features.