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A General-Purpose Tagger with Convolutional Neural Networks


Jun 06, 2017
Xiang Yu, Agnieszka Faleńska, Ngoc Thang Vu


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Prosodic Event Recognition using Convolutional Neural Networks with Context Information


Jun 02, 2017
Sabrina Stehwien, Ngoc Thang Vu

* Interspeech 2017 4 pages, 1 figure 

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Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech


Jun 02, 2017
Michael Neumann, Ngoc Thang Vu

* to appear in the proceedings of Interspeech 2017 

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Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages


May 30, 2017
Xiang Yu, Ngoc Thang Vu

* Accepted in ACL 2017 (Short) 

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Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network


Jan 11, 2017
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

* EACL2017 
* EACL 2017, 10 pages 

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Challenges of Computational Processing of Code-Switching


Oct 07, 2016
Özlem Çetinoğlu, Sarah Schulz, Ngoc Thang Vu

* Will appear in the Proceedings of the 2nd Workshop on Computational Approaches to Linguistic Code Switching @EMNLP, 2016 

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Neural-based Noise Filtering from Word Embeddings


Oct 06, 2016
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

* 9 pages, 4 figures, COLING 2016 

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Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding


Jun 24, 2016
Ngoc Thang Vu

* Accepted at Interspeech 2016 

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Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction


May 25, 2016
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

* 6 pages, 4 figures, InProc ACL 2016 

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Combining Recurrent and Convolutional Neural Networks for Relation Classification


May 24, 2016
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze

* NAACL 2016 

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