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.

Publications

COMICORDA: Dialogue Act Recognition in Comic Books
Jiří Martínek and Josef Baloun and Martin Prantl and Ladislav Lenc and Pavel Král
Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (2024)
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Dialogue Act Recognition
Weak supervision for Question Type Detection with large language models
Jiří Martínek and Christophe Cerisara and Pavel Král and Ladislav Lenc and Josef Baloun
Interspeech (2022)
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Language Modeling | Dialogue Act Recognition | Neural Networks
Dialogue Act Recognition Using Visual Information
Jiří Martínek and Pavel Král and Ladislav Lenc
International Conference on Document Analysis and Recognition - ICDAR 2021 (2021)
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Dialogue Act Recognition | Neural Networks | Image Processing
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)
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Dialogue Act Recognition | Neural Networks
Training Strategies for OCR Systems for Historical Documents
Jiří Martínek and Ladislav Lenc and Pavel Král
Artificial Intelligence Applications and Innovations (2019)
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Dialogue Act Recognition
Multi-Lingual Dialogue Act Recognition with Deep Learning Methods
Jiří Martínek and Pavel Král and Ladislav Lenc and Christophe Cerisara
Interspeech 2019 (2019)
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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)
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Semantic Analysis | Dialogue Act Recognition


Contact Us
NLP group
nlp@mail.kiv.zcu.cz
Department of Computer Science and Engineering
University of West Bohemia
Univerzitni 8
306 14 Plzen
Czech Republic
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