Dr. Stephan Vogel

S Vogel
Research Director
Arabic Language Technologies
+(974) 4454 1438

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Being part of a research institute in start-up mode, helping to build a strong team doing world class research, and at the same time experiencing a different environment in terms of culture and language, geography and climate.

Research Focus at QCRI

As Research Director of the Arabic Language Technologies (ALT) group, Stephan is responsible for helping to define the overall research agenda of QCRI and of the ALT team in particular.

His own research focus is on machine translation, especially the so-called statistical machine translation (SMT), where statistical modeling and machine learning techniques are used to learn from existing (human) translations how to translate new sentences. In the team’s research they deal with fundamental questions like optimization in SMT, integrating morphology, novel reordering models, etc, but also how this can be turned into useful applications to support real-live multilingual communication and information access.

An additional interest, which Stephan hopes to explore more in the future, is to apply language technologies in educational applications. In particular, QCRI’s ALT team has started to develop CALL (computer assisted language learning) applications for Arabic.

Previous Experience

Before joining QCRI Stephan was research scientist at CMU, Pittsburgh, where he advised 10 PhD and 8 Master students, also visiting students from other universities, and led or participated in a number of research projects, funded by NSF and DARPA, including TIDES and GALE.

Professional Experience

  • 2005 - 2011 Assistant Research Professor at the Language Technologies Institute, Carnegie Mellon University, USA
  • 2001 - 2005 Research Scientist at the Language Technologies Institute, Carnegie Mellon University, USA.
  • 2000 - 2001 Research Assistant at the University of Karlsruhe (now KIT), Germany.
  • 1995 - 2000 Research Assistant at RWTH Aachen, Germany.

Professional Associations and Awards

 

Education

  • PhD, RWTH Aachen, Computer Science Department, 2000
  • M.Phil History and Philosophy of Science, University of Cambridge, England, 1985
  • Diploma of Physics, Philips University, Marburg, 1983

Selected Research

  • AshishVenugopal, Andreas Zollmann, Noah A.Smith, and Stephan Vogel. Preference Grammars: Softening Syntactic Constraints to Improve Statistical Machine Translation. NAACL HLT 2009, Boulder, Colorado, May 31 - June 5, 2009.
  • Stephan Vogel, Tanja Schultz, Alex Waibel, Seiichi Yamamoto. Speech Translation Strategies. In: Tanja Schultz and Katrin Kirchhoff (Ed.) Multilingual Speech Processing. Elsevier, Academic Press, 2006.
  • Stephan Vogel, PESA: Phrase Pair Extraction as Sentence Splitting. The 10th Machine Translation Summit; Phuket, Thailand, September 13-15, 2005.
  • Stephan Vogel, Ying Zhang, Fei Huang, Alicia Tribble, AshishVenugopal, Bing Zhao, and Alex Waibel, The CMU Statistical Translation System. MT Summit IX, New Orleans, LA, U.S.A., September 2003.
  • Stephan Vogel, Hermann Ney, ChristophTillmann. HMM-Based Word Alignment in Statistical Translation. International Conference on Computational Linguistics (COLING), Copenhagen, pp. 836-841, August 1996.

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In the Media

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Twitter Data Mining Reveals the Origins of Support for Islamic State

26/03/2015

QCRI research studies the pre-Islamic State tweets of people who end up backing the organization paints a revealing picture of how support emerges.

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QSTP programmes boost Qatar's capacity to create commercial technologies

15/03/2015

Doha - Qatar, 15 March 2015: Qatar Science & Technology Park (QSTP), part of Qatar Foundation Research and Development (QF R&D), recently hosted a special edition of its acclaimed TECHtalk series. ...

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Boeing, QCRI announce speakers for symposium

07/03/2015

Boeing and Qatar Computing Research Institute (QCRI), a member of Qatar Foundation, have announced the speaker line-up for the Second Annual Machine Learning and Data Analytics Symposium (MLDAS) that...

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Upcoming Events

2015

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4th International Conference and Exhibition on Metabolomics & Systems Biology

Download ICS File 27/04/2015  - 29/04/2015 ,

Metabolomics is an emerging field which combines strategies to identify and quantify cellular metabolites using sophisticated analytical technologies with the application of statistical and ...

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24th International World Wide Web Conference

Download ICS File 18/05/2015  - 22/05/2015 , Florence, Italy

The annual World Wide Web Conference is the premier international forum to present and discuss progress in research, development, standards, and applications of the topics related to the Web. WWW ...

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The 3rd International Workshop on Social Web for Disaster Management (SWDM'15)

Download ICS File 18/05/2015 , Florence, Italy

Co-located with the WWW'15 conference (May 2015, Florence, Italy). Proceedings published by ACM. QCRI's Dr Carlos Castillo is co-organizer.

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News Releases

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Head of Qatar Computing Research Institute Recognised for Contributions to Advancing Science

26/02/2015

Doha, Qatar, 25 February 2015 — Dr Ahmed Elmagarmid, Executive Director of Qatar Computing Research Institute (QCRI), a member of Qatar Foundation for Education, Science and Community Development, ...

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Qatar Computing Research Institute and Boeing Bring Top Machine Learning and Data Analytics Experts to Qatar

01/02/2015

Second annual symposium to highlight new approaches to valuable data extraction, provide students with insight into machine learning

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Families Visit Qatar Foundation's Tent at Darb El-Saai National Day Celebrations

11/12/2014

Fun Filled Activities Designed To Raise Awareness Of Local Culture And The Foundation’s Many Initiatives

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