During training, we maximize the logprobability of the correct tag sequence: While during decoding, we predict the output sequence that obtains the maximum score given by As discussed in Section 1, contextual information is vital for negative focus detection.
the BiLSTM-CRF model might fail to identify the important information related to a negative focus in contexts.