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Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification


Sep 15, 2021
Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury, Josef van Genabith, Cristina España-Bonet

* 9 pages, 5 pages appendix, 2 figures, 7 tables. The first 3 authors contributed equally. Accepted to EMNLP 2021, Main Conference 

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Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages


Jul 19, 2021
Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet

* 11 pages, 8 figures, accepted at MT-Summit 2021 (Research Track) 

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Linguistically inspired morphological inflection with a sequence to sequence model


Sep 04, 2020
Eleni Metheniti, Guenter Neumann, Josef van Genabith

* 13 pages, 6 figures 

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Transformer with Depth-Wise LSTM


Jul 13, 2020
Hongfei Xu, Qiuhui Liu, Deyi Xiong, Josef van Genabith


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Learning Source Phrase Representations for Neural Machine Translation


Jun 25, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang


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Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change


May 05, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu


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Self-Induced Curriculum Learning in Neural Machine Translation


Apr 07, 2020
Dana Ruiter, Cristina España-Bonet, Josef van Genabith

* 13 pages, 7 images 

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The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe


Mar 30, 2020
Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajič, Khalid Choukri, Andrejs Vasiļjevs, Gerhard Backfried, Christoph Prinz, José Manuel Gómez Pérez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriūtė, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindén, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eiríkur Rögnvaldsson, Mike Rosner, Bolette Sandford Pedersen, Inguna Skadiņa, Marko Tadić, Dan Tufiş, Tamás Váradi, Kadri Vider, Andy Way, François Yvon

* Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear 

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Analyzing Word Translation of Transformer Layers


Mar 21, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu


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Why Deep Transformers are Difficult to Converge? From Computation Order to Lipschitz Restricted Parameter Initialization


Nov 08, 2019
Hongfei Xu, Qiuhui Liu, Josef van Genabith, Jingyi Zhang

* A similar work (Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention) is accepted by EMNLP 2019, but there are differences between in analysis and approaches 

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Analysing Coreference in Transformer Outputs


Nov 04, 2019
Ekaterina Lapshinova-Koltunski, Cristina España-Bonet, Josef van Genabith

* Fourth Workshop on Discourse in Machine Translation (DiscoMT 2019) 
* 12 pages, 1 figure 

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The Transference Architecture for Automatic Post-Editing


Aug 26, 2019
Santanu Pal, Hongfei Xu, Nico Herbig, Sudip Kumar Naskar, Antonio Krueger, Josef van Genabith


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Improving CAT Tools in the Translation Workflow: New Approaches and Evaluation


Aug 16, 2019
Mihaela Vela, Santanu Pal, Marcos Zampieri, Sudip Kumar Naskar, Josef van Genabith


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UDS--DFKI Submission to the WMT2019 Similar Language Translation Shared Task


Aug 16, 2019
Santanu Pal, Marcos Zampieri, Josef van Genabith


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UdS Submission for the WMT 19 Automatic Post-Editing Task


Aug 09, 2019
Hongfei Xu, Qiuhui Liu, Josef van Genabith

* WMT 2019 Automatic Post-Editing Shared Task Paper 

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Integrating Artificial and Human Intelligence for Efficient Translation


Mar 07, 2019
Nico Herbig, Santanu Pal, Josef van Genabith, Antonio Krüger


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INFODENS: An Open-source Framework for Learning Text Representations


Oct 16, 2018
Ahmad Taie, Raphael Rubino, Josef van Genabith


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An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification


Nov 15, 2017
Cristina España-Bonet, Ádám Csaba Varga, Alberto Barrón-Cedeño, Josef van Genabith

* IEEE Journal of Selected Topics in Signal Processing, vol. 11, no. 8, pp. 1340-1350, December 2017 
* 11 pages, 4 figures 

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Exploring the Use of Text Classification in the Legal Domain


Oct 25, 2017
Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, Josef van Genabith

* Proceedings of the 2nd Workshop on Automated Semantic Analysis of Information in Legal Texts (ASAIL) 

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Predicting the Law Area and Decisions of French Supreme Court Cases


Aug 04, 2017
Octavia-Maria Sulea, Marcos Zampieri, Mihaela Vela, Josef van Genabith

* RANLP 2017 

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Massively Multilingual Neural Grapheme-to-Phoneme Conversion


Aug 04, 2017
Ben Peters, Jon Dehdari, Josef van Genabith

* EMNLP 2017 Workshop on Building Linguisically Generalizable NLP Systems 

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Neural Morphological Tagging from Characters for Morphologically Rich Languages


Jun 21, 2016
Georg Heigold, Guenter Neumann, Josef van Genabith


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