Personal
Welcome to Joern Wuebker's homepage.
I was a PhD student at the Human Language Technology and Pattern Recognition Group
at the RWTH Aachen University.
The research topics
of the chair are:
- Pattern Recognition
- Human Language Technology
- Image Processing
I am a researcher in the field of statistical and neural machine translation.
Short CV
List of Publications
Full List of Publications
of the chair.
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A. Guta, J. Wuebker, M. Graça, Y. Kim, and H. Ney. Extended Translation Models in Phrase-based Decoding. In EMNLP 2015 Tenth Workshop on Statistical Machine Translation (WMT 2015), pages 282-293, Lisbon, Portugal, September 2015.
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A. Guta, T. Alkhouli, J. Peter, J. Wuebker, and H. Ney. A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), pages 1401-1411, Lisbon, Portugal, September 2015.
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J. Wuebker, S. Green, and J. DeNero. Hierarchical Incremental Adaptation for Statistical Machine Translation. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), pages 1059-1065, Lisbon, Portugal, September 2015.
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J. Peter, F. Toutounchi, J. Wuebker, and H. Ney. The RWTH Aachen German-English Machine Translation System for WMT 2015. In EMNLP 2015 Tenth Workshop on Statistical Machine Translation (WMT 2015), pages 158–163, Lisbon, Portugal, September 2015.
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J. Wuebker, S. Muehr, P. Lehnen, S. Peitz, and H. Ney. A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training. In Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT), pages 1516-1526, Denver, CO, USA, May 2015.
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M. Freitag, J. Wuebker, S. Peitz, H. Ney, M. Huck, A. Birch, N. Durrani, P. Koehn, M. Mediani, I. Slawik, J. Niehues, E. Cho, A. Waibel, N. Bertoldi, M. Cettolo, and M. Federico. Combined Spoken Language Translation. In International Workshop on Spoken Language Translation (IWSLT), pages 57-64, Lake Tahoe, CA, USA, December 2014.
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J. Wuebker, S. Peitz, A. Guta, and H. Ney. The RWTH Aachen Machine Translation Systems for IWSLT 2014. In International Workshop on Spoken Language Translation (IWSLT), pages 150-154, Lake Tahoe, CA, USA, December 2014.
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J. Wuebker, H. Ney, A. Martínez-Villaronga, A. Giménez, A. Juan, C. Servan, M. Dymetman, and S. Mirkin. Comparison of Data Selection Techniques for the Translation of Video Lectures. In The Eleventh Biennial Conference of the Association for Machine Translation in the Americas (AMTA), pages 193-207, Vancouver, BC, Canada, October 2014.
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M. Sundermeyer, T. Alkhouli, J. Wuebker, and H. Ney. Translation Modeling with Bidirectional Recurrent Neural Networks. In Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 14-25, Doha, Qatar, October 2014.
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M. Freitag, S. Peitz, J. Wuebker, H. Ney, M. Huck, R. Sennrich, N. Durrani, M. Nadejde, P. Williams, P. Koehn, T. Herrmann, E. Cho, and A. Waibel. EU-BRIDGE MT: Combined Machine Translation. In ACL 2014 Ninth Workshop on Statistical Machine Translation (WMT 2014), pages 105-113, Baltimore, MD, USA, June 2014.
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S. Peitz, J. Wuebker, M. Freitag, and H. Ney. The RWTH Aachen German-English Machine Translation System for WMT 2014. In ACL 2014 Ninth Workshop on Statistical Machine Translation (WMT 2014), pages 157-162, Baltimore, MD, USA, June 2014.
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J. Wuebker, S. Peitz, T. Alkhouli, J. Peter, M. Feng, M. Freitag, and H. Ney. The RWTH Aachen Machine Translation Systems for IWSLT 2013. In International Workshop on Spoken Language Translation (IWSLT), pages 88-93, Heidelberg, Germany, December 2013.
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M. Freitag, S. Peitz, J. Wuebker, H. Ney, N. Durrani, M. Huck, P. Koehn, T. Ha, J. Niehues, M. Mediani, T. Herrmann, A. Waibel, N. Bertoldi, M. Cettolo, and M. Federico. EU-BRIDGE MT: Text Translation of Talks in the EU-BRIDGE Project. In International Workshop on Spoken Language Translation (IWSLT), pages 128-135, Heidelberg, Germany, December 2013.
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J. Wuebker, S. Peitz, F. Rietig, and H. Ney. Improving Statistical Machine Translation with Word Class Models. In Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1377-1381, Seattle, WA, USA, October 2013.
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P. Lehnen, J. Peter, J. Wuebker, S. Peitz, and H. Ney. (Hidden) Conditional Random Fields Using Intermediate Classes for Statistical Machine Translation. In Machine Translation Summit (MT Summit), pages 151-158, Nice, France, September 2013.
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S. Peitz, S. Mansour, J. Peter, C. Schmidt, J. Wuebker, M. Huck, M. Freitag, and H. Ney. The RWTH Aachen Machine Translation System for WMT 2013. In ACL 2013 Eighth Workshop on Statistical Machine Translation (WMT 2013), pages 193-199, Sofia, Bulgaria, August 2013.
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M. Huck, J. Wuebker, F. Rietig, and H. Ney. A Phrase Orientation Model for Hierarchical Machine Translation. In ACL 2013 Eighth Workshop on Statistical Machine Translation (WMT 2013), pages 452-463, Sofia, Bulgaria, August 2013.
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J. Wuebker, and H. Ney. Length-incremental Phrase Training for SMT. In ACL 2013 Eighth Workshop on Statistical Machine Translation (WMT 2013), pages 309-319, Sofia, Bulgaria, August 2013.
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M. Feng, C. Schmidt, J. Wuebker, M. Freitag, and H. Ney. The RWTH Aachen System for NTCIR-10 PatentMT. In Proceedings of the 10th NTCIR Conference (NTCIR-10), pages 309-314, Tokyo, Japan, June 2013.
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S. Peitz, A. Mauser, J. Wuebker, and H. Ney. Forced Derivations for Hierarchical Machine Translation. In International Conference on Computational Linguistics (COLING), pages 933-942, Mumbai, India, December 2012.
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J. Wuebker, M. Huck, S. Peitz, M. Nuhn, M. Freitag, J. Peter, S. Mansour, and H. Ney. Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation. In International Conference on Computational Linguistics (COLING), pages 483-491, Mumbai, India, December 2012.
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S. Peitz, S. Mansour, M. Freitag, M. Feng, M. Huck, J. Wuebker, M. Nuhn, M. Nußbaum-Thom, and H. Ney. The RWTH Aachen Speech Recognition and Machine Translation System for IWSLT 2012. In International Workshop on Spoken Language Translation (IWSLT), pages 69-76, Hong Kong, December 2012.
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J. Wuebker, H. Ney, and R. Zens. Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation. In Annual Meeting of the Assoc. for Computational Linguistics (ACL), pages 28-32, Jeju, Republic of Korea, July 2012.
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J. Wuebker, and H. Ney. Phrase Model Training for Statistical Machine Translation with Word Lattices of Preprocessing Alternatives. In NAACL 2012 Seventh Workshop on Statistical Machine Translation (WMT 2012), pages 450-459, Montreal, Canada, June 2012.
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J. Wuebker, M. Hwang, and C. Quirk. Leave-One-Out Phrase Model Training for Large-Scale Deployment. In NAACL 2012 Seventh Workshop on Statistical Machine Translation (WMT 2012), pages 460-467, Montreal, Canada, June 2012.
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J. Wuebker, M. Huck, S. Mansour, M. Freitag, M. Feng, S. Peitz, C. Schmidt, and H. Ney. The RWTH Aachen Machine Translation System for IWSLT 2011. In International Workshop on Spoken Language Translation (IWSLT), pages 106-113, San Francisco, CA, USA, December 2011.
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K. Boudahmane, B. Buschbeck, E. Cho, J. M. Crego, M. Freitag, T. Lavergne, H. Ney, J. Niehues, S. Peitz, J. Senellart, A. Sokolov, A. Waibel, T. Wandmacher, J. Wuebker, and F. Yvon. Advances on Spoken Language Translation in the Quaero Program. In International Workshop on Spoken Language Translation (IWSLT), pages 114-120, San Francisco, CA, USA, December 2011.
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S. Mansour, J. Wuebker, and H. Ney. Combining Translation and Language Model Scoring for Domain-Specific Data Filtering. In International Workshop on Spoken Language Translation (IWSLT), pages 222-229, San Francisco, CA, USA, December 2011.
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M. Feng, C. Schmidt, J. Wuebker, S. Peitz, M. Freitag, and H. Ney. The RWTH Aachen System for NTCIR-9 PatentMT. In Ninth NTCIR Workshop Meeting (NTCIR-9), pages 600-605, Tokyo, Japan, December 2011.
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M. Freitag, G. Leusch, J. Wuebker, S. Peitz, H. Ney, T. Herrmann, J. Niehues, A. Waibel, A. Allauzen, G. Adda, J. M. Crego, B. Buschbeck, T. Wandmacher, and J. Senellart. Joint WMT Submission of the QUAERO Project. In EMNLP 2011 Sixth Workshop on Statistical Machine Translation (WMT 2011), pages 358-364, Edinburgh, UK, July 2011.
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M. Huck, J. Wuebker, C. Schmidt, M. Freitag, S. Peitz, D. Stein, A. Dagnelies, S. Mansour, G. Leusch, and H. Ney. The RWTH Aachen Machine Translation System for WMT 2011. In EMNLP 2011 Sixth Workshop on Statistical Machine Translation (WMT 2011), pages 405-412, Edinburgh, UK, July 2011.
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C. Heger, J. Wuebker, D. Vilar, and H. Ney. A Combination of Hierarchical Systems with Forced Alignments from Phrase-Based Systems. In International Workshop on Spoken Language Translation (IWSLT), pages 291-297, Paris, France, December 2010.
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S. Mansour, S. Peitz, D. Vilar, J. Wuebker, and H. Ney. The RWTH Aachen Machine Translation system for IWSLT 2010. In International Workshop on Spoken Language Translation (IWSLT), pages 163-168, Paris, France, December 2010.
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C. Heger, J. Wuebker, M. Huck, G. Leusch, S. Mansour, D. Stein, and H. Ney. The RWTH Aachen Machine Translation System for WMT 2010. In ACL 2010 Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR (WMT 2010), pages 93-97, Uppsala, Sweden, July 2010.
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J. Wuebker, A. Mauser, and H. Ney. Training Phrase Translation Models with Leaving-One-Out. In Annual Meeting of the Assoc. for Computational Linguistics (ACL), pages 475-484, Uppsala, Sweden, July 2010.
Teaching
- Seminar Supervision
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Selected topics in Human Language Technology and Pattern Recognition,
Summer 2011,
Summer 2012,
Summer 2014,
Winter 2014/15
Topics: "Random Forest Language Models", "In-domain Data selection", "Discriminative Training for Machine Translation", "Tracking", "Classification", "Decoding for Phrase-Based Statistical Machine Translation"
- Thesis Supervision
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Bachelor Theses
Felix Rietig: Lexicalized Reordering Models For Phrase-Based Statistical Machine Translation, 2013
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Master Theses
Yunsu Kim: Phrase Table Smoothing with Word Classes, 2015 (with Andreas Guta)
Sebastian Mühr: Discriminative Phrase Training for Statistical Machine Translation, 2015
Projects
Projects I am working (or have worked) on:
- transLectures, funded by the European Union
- EU-BRIDGE, funded by the European Union
- Quaero, funded by OSEO, French State agency for innovation
- META-NET
- GALE (Global Autonomous Language Exploitation), funded by the Defense Advanced Research Projects Agency (DARPA)
Reviewing
I was/am on the program committee for the following peer-reviewed conferences:
- EMNLP-CoNLL 2012 - Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (Best reviewer award)
- KONVENS 2012 - The 11th Conference on Natural Language Processing (Konferenz zur Verarbeitung Natürlicher Sprache)
- EMNLP 2013 - Conference on Empirical Methods in Natural Language Processing
- MTM 2013 - Eighth Machine Translation Marathon
- EAMT 2014 - The Seventeenth Annual Conference of the European Association for Machine Translation
- ACL 2014 - The 52nd Annual Meeting of the Association for Computational Linguistics
- WMT 2014 - The ACL 2014 Ninth Workshop on Statistical Machine Translation
- COLING 2014 - The 25th International Conference on Computational Linguistics
- EMNLP 2014 - Conference on Empirical Methods in Natural Language Processing
- ACL-IJCNLP 2015 - The 53rd Annual Meeting of the Association for Computational Linguistics and The 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (Outstanding reviewer)
- EMNLP 2015 - Conference on Empirical Methods in Natural Language Processing
- WMT 2015 - The EMNLP 2015 Tenth Workshop on Statistical Machine Translation
- NAACL-HLT 2016 - The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- ACL 2016 - The 54th Annual Meeting of the Association for Computational Linguistics
- WMT 2016 - ACL 2016 First Conference on Machine Translation
- EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing
- COLING 2016 - The 26th International Conference on Computational Linguistics
- EthNLP 2017 - Ethics in Natural Language Processing
- ACL 2017 - The 55th Annual Meeting of the Association for Computational Linguistics
- EAMT 2017 - The 20th Annual Conference of the European Association for Machine Translation
- IJCNLP 2017 - he 8th International Joint Conference on Natural Language Processing
- EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing
- WMT 2017 - EMNLP 2017 Second Conference on Machine Translation
- NAACL-HLT 2018 - The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- ACL 2018 - The 56th Annual Meeting of the Association for Computational Linguistics
- COLING 2018 - The 27th International Conference on Computational Linguistics
- EMNLP 2018 - Conference on Empirical Methods in Natural Language Processing
- NAACL-HLT 2019 - The 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- ACL 2019 - The 57th Annual Meeting of the Association for Computational Linguistics
- WMT 2018 - EMNLP 2018 Third Conference on Machine Translation
Software
I am the main developer of the phrase-based decoder in Jane, the RWTH Aachen Statistical Machine Translation Toolkit