material ID: mrda

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Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

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 …...

4426

Integrating User History into Heterogeneous Graph for Dialogue Act Recognition

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDialogue Act Recognition (DAR) is a challenging problem in Natural Language Understanding, which aims to attach Dialogue Act (DA) labels to each utterance in a conversation. However, previous studies cannot …...

3992