For example, in the sentence: (a) The two justices have been attending federalist society events for years, our model correctly disambiguated justices with the WordNet sense justice 3 n (public official) rather than justice 1 n (the quality of being just), and the corresponding softmax distribution was heavily biased towards words and senses related to persons or groups (commissioners, defendants, jury, cabinet, directors).
a sketch of our bidirectional LSTM tagger is shown in Figure 1.