It contains a bi-directional Long Short Term Memory (Bi-LSTM) layer to encode the input sentence and a LSTM-based decoding layer with biased loss.
we conduct experiments on a public dataset 1 which is produced by distant supervision method (Ren et al., 2017) to validate our approach.