Dialogue Act Recognition

Given the sequence of dialogue utterances (units of speech), the task is to assign them the labels representing their function in the dialogue. For the classification of the spoken utterances, we use mostly deep neural network and we also focus on multilinguality of . Most recently, our research aims for the automatic processing of dialogues in comic books.


Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition
Jiří Martínek and Christophe Cerisara and Pavel Král and Ladislav Lenc
17th International Conference on Artificial Intelligence Applications and Innovations (2021)
Dialogue Act Recognition | Neural Networks
Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín and Pavel Král
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers (2017)
Semantic Analysis | Dialogue Act Recognition
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