Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF
Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF
Dialogue Act recognition associate dialogue acts (i.e., semantic labels) to utterances in a conversation. The problem of associating semantic labels to utterances can be treated as a sequence labeling problem. In this work, we build a hierarchical recurrent neural network using bidirectional LSTM as a base unit and the conditional …