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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 17 of 17 1 Multi-Lingual Dialogue Act Recognition with Deep Learning Methods Martínek, Jiří; Kral, Pavel; Lenc, Ladislav; Cerisara, Christophe In: Interspeech 2019 ; https://hal.archives-ouvertes.fr/hal-02319818 ; Interspeech 2019, Sep 2019, Graz, Austria. ⟨10.21437/Interspeech.2019-1691⟩ (2019) Abstract: International audience ; This paper deals with multilingual dialogue act (DA) recognition. The proposed approaches are based on deep neural networks and use word2vec embeddings for word representation. Two multilingual models are proposed for this task. The first approach uses one general model trained on the embeddings from all available languages. The second method trains the model on a single pivot language and a linear transformation method is used to project other languages onto the pivot language. The popular convolutional neural network and LSTM architectures with different setups are used as classifiers. To the best of our knowledge this is the first attempt at multilingual DA recognition using neural networks. The multilingual models are validated experimentally on two languages from the Verbmobil corpus. Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; deep learning; dialogue act; Index Terms: CNN; LSTM; multi- linguality; word embeddings; word2vec URL: https://doi.org/10.21437/Interspeech.2019-1691 https://hal.archives-ouvertes.fr/hal-02319818 https://hal.archives-ouvertes.fr/hal-02319818/document https://hal.archives-ouvertes.fr/hal-02319818/file/1904.05606.pdf BASE Hide details 2 Multi-lingual Dialogue Act Recognition with Deep Learning Methods ... Martínek, Jiří; Král, Pavel; Lenc, Ladislav. - : arXiv, 2019 BASE Show details 3 On the Effects of Using word2vec Representations in Neural Networks for Dialogue Act Recognition Cerisara, Christophe; Kral, Pavel; Lenc, Ladislav In: ISSN: 0885-2308 ; EISSN: 1095-8363 ; Computer Speech and Language ; https://hal.archives-ouvertes.fr/hal-01581410 ; Computer Speech and Language, Elsevier, 2018, 47, pp.175 - 193. ⟨10.1016/j.csl.2017.07.009⟩ (2018) BASE Show details 4 Czech Text Document Corpus v 2.0 Král, Pavel; Lenc, Ladislav. - : European Language Resources Association (ELRA), 2018 BASE Show details 5 Deep Neural Networks for Czech Multi-label Document Classification ... Lenc, Ladislav; Král, Pavel. - : arXiv, 2017 BASE Show details 6 Investigation of word senses over time using linguistic corpora Pölitz, Christian; Bartz, Thomas; Morik, Katharina. - : Springer, 2015 BASE Show details 7 Dialogue act recognition approaches Kral, Pavel; Cerisara, Christophe In: ISSN: 1335-9150 ; Computing and Informatics ; https://hal.inria.fr/inria-00431396 ; Computing and Informatics, Slovak University Press, Bratislava, 2010, 29 (2), pp.227--250 (2010) BASE Show details 8 Lexical Structure for Dialogue Act Recognition Kral, Pavel; Cerisara, Christophe; Kleckova, Jana In: ISSN: 1796-2048 ; Journal of Multimedia ; https://hal.inria.fr/inria-00184475 ; Journal of Multimedia, Academy Publisher, 2007, 2 (3), pp.1-8 (2007) BASE Show details 9 Automatic Recognition of Dialogue Acts ; Reconnaissance automatique des actes de dialogue Kral, Pavel. - : HAL CCSD, 2007 In: https://tel.archives-ouvertes.fr/tel-01748248 ; Modeling and Simulation. Université Henri Poincaré - Nancy 1, 2007. English. ⟨NNT : 2007NAN10114⟩ (2007) BASE Show details 10 Sentence Modality Recognition In French Based On Prosody ... Král, Pavel; Klečková, Jana; Cerisara, Christophe. - : Zenodo, 2007 BASE Show details 11 Sentence Modality Recognition In French Based On Prosody ... Král, Pavel; Klečková, Jana; Cerisara, Christophe. - : Zenodo, 2007 BASE Show details 12 Automatic Recognition of Dialogue Acts ; Reconnaissance automatique des actes de dialogue Král, Pavel. - 2007 BASE Show details 13 Automatic dialog acts recognition based on sentence structure Kral, Pavel; Cerisara, Christophe; Kleckova, Jana In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP/2006 ; https://hal.archives-ouvertes.fr/hal-00078245 ; 2006, pp.61-64 (2006) BASE Show details 14 Automatic Dialog Acts Recognition based on Words Clusters Kral, Pavel; Kleckova, Jana; Cerisara, Christophe In: 9th Western Pacific Acoustics Conference - WESPAC IX 2006 ; https://hal.archives-ouvertes.fr/hal-00086310 ; 2006, 6 p (2006) BASE Show details 15 Sentence structure for dialog act recognition in Czech Kral, Pavel; Cerisara, Christophe; Kleckova, Jana... In: 2nd IEEE International Conference on Information et Communication Technologies: from Theory to Applications - ICTTA´06 ; https://hal.archives-ouvertes.fr/hal-00078247 ; 2006 (2006) BASE Show details 16 Combination of classifiers for automatic recognition of dialog acts Kral, Pavel; Cerisara, Christophe; Kleckova, Jana In: Proceedings of the 9th European Conference on Speech Communication and Technology - Interspeech - Eurospeech 2005 - Lisbon, Portugal ; https://hal.archives-ouvertes.fr/hal-00013940 ; 2005, pp.825-828 (2005) BASE Show details 17 Analysis of Importance of the prosodic Features for Automatic Sentence Modality Recognition in French in real Conditions Kral, Pavel; Kleckova, Jana; Cerisara, Christophe In: WSEAS International Conference on Electronics, Control and Signal Processing - ICECS'04 ; https://hal.inria.fr/inria-00100102 ; WSEAS International Conference on Electronics, Control and Signal Processing - ICECS'04, Nov 2004, Crete, Greece, pp.1820-1824 (2004) BASE Show details

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