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# Research Groups And System Descriptions

A large number of research groups all over the world are currently actively involved in statistical machine translation research. Below we list research groups that have submitted systems to evaluation campaigns or otherwise published overviews of their systems.

Research Groups is the main subject of 404 publications.

## Publications

Statistical machine translation models have been developed by a number of research groups, such as:

• AppTek (Köprü, 2009; Matusov and Köprü, 2010)
• ATR, Japan (Sumita et al., 2004; Zhang et al., 2006; Finch et al., 2007; Utiyama et al., 2008)
• Barcelona Media (Costa-jussà and Banchs, 2009; Costa-jussà and Banchs, 2011)
• Cambridge University (Blackwood et al., 2008; Pino et al., 2010)
• Carnegie Mellon University (Vogel et al., 2003; Reichert and Waibel, 2004; Vogel et al., 2004; Hewavitharana et al., 2005; Zollmann et al., 2007; Lane et al., 2007; Bach et al., 2008; Hanneman et al., 2008; Hildebrand et al., 2008; Zollmann et al., 2008; Dyer et al., 2011)
• Charles University, Prague (Bojar and Hajič, 2008; Zabokrtsky et al., 2008; Bojar et al., 2009; Bojar and Kos, 2010; Zeman, 2010; Zeman, 2011)
• Chinese Academy of Science (He et al., 2008; Li et al., 2009)
• DFKI, Germany (Xu et al., 2011)
• Dublin City University (Stroppa and Way, 2006; Hassan et al., 2007; Tinsley et al., 2008; Ma et al., 2008; Du et al., 2009; Ma et al., 2009; Almaghout et al., 2010; Penkale et al., 2010)
• Fundazione Bruno Kessler, formerly ITC-irst (Bertoldi et al., 2004; Chen et al., 2005; Cettolo et al., 2005; Cettolo et al., 2005b; Chen et al., 2006; Bertoldi et al., 2007; Bertoldi et al., 2009; Bisazza et al., 2010; Hardmeier et al., 2010; Hardmeier et al., 2011)
• Google (Och, 2005; Hardmeier et al., 2010)
• Hong Kong University of Science and Technology (Shen et al., 2007)
• IBM (Lee and Roukos, 2004; Lee, 2005; Lee, 2006)
• Inesc-ID, Lisbon, Portugal (Graça et al., 2007; Ling et al., 2010)
• Institute for Infocomm Research, Singapore (Chen et al., 2007)
• Institute of Computing Technology (ICT), Beijing, China (He et al., 2007; Liu et al., 2008; Mi et al., 2009; Xiong et al., 2010)
• Johns Hopkins University (Kumar et al., 2004; Schwartz, 2010)
• Microsoft Research (Li et al., 2010)
• MIT Lincoln Labs (Shen et al., 2005; Shen et al., 2006; Shen et al., 2007; Shen et al., 2008; Allauzen et al., 2009; Shen et al., 2009; Shen et al., 2010)
• Nara Institute of Science and Technology, Japan (Neubig et al., 2012)
• National Laboratory for Pattern Recognition in China (Pang et al., 2005; Zhou et al., 2007).
• National Research Council, Canada (Sadat et al., 2005; Johnson et al., 2006; Ueffing et al., 2007; Larkin et al., 2010)
• National Research Institute of Electronics and Cryptology, Turkey (Mermer et al., 2007)
• National University of Defense Technology, China (Chao and Li, 2007)
• National University of Singapore (Nakov and Ng, 2009; Nakov et al., 2009)
• NTT, Japan (Tsukada et al., 2005; Watanabe et al., 2006; Watanabe et al., 2006b; Watanabe et al., 2007; Sudoh et al., 2008; Sudoh et al., 2010)
• Polytechnic University of Catalunya, Barcelona