The output o is expected to be 1 if the given sentence conveys an event of the target type, otherwise 0 (the output should be 1 for the example given in Figure 1).
given a sentence, the proposed model first transforms the input tokens into embeddings, and applies an LSTM layer to calculate a context-dependent representation for each token.