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Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network
AbstractIn this study, we applied a deep LSTM structure to classify dialogue acts (DAs) in open-domain conversations. We found that the word embeddings parameters, dropout regularization, decay rate and number …...