When compared with LSTM-LSTM, LSTM-LSTM-Bias uses a bias objective function which enhance the relevance between entities.
in this example, LSTM-LSTM-Bias can extract two related entities, while LSTM-LSTM can only extract one entity of "Florida" and can not detect entity "Panama City Beach".