Machine Translation Archive

Index of Types of MT systems

Publications since 2010

For other periods go to: publications 2005-2009; publications 2000-2004; publications 1990-1999; publications 1970-1989; publications before 1970

 

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Artificial intelligence methods

(2012) Vincent Berment & Christian Boitet: Heloise – an ARIANE-G5 compatible environment for developing expert MT systems online. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp.9-16. [PDF, 189KB]

(2010) Wilker Aziz, Marc Dymetman, Shachar Mirkin, Lucia Specia, Nicola Cancedda, & Ido Dagan: Learning an expert from human annotations in statistical machine translation: the case of out-of-vocabulary words. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 585KB]; presentation: 21 slides [PDF, 777KB]

Bridge language see Pivot language

Combination systems (see also Hybrid systems, Multi-engine systems)

(2015) Michaeel Kazi, Brian Thompson, Elizabeth Salesky, Timothy Anderson, Grant Erdmann, Eric Hansen, Brian Ore, Katherine Young, Jeremy Gwinnup, Michael Hutt, & Christina May: The MITLL-AFRL IWSLT 2015 MT system. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp. 23-30. [PDF, 2.8MB]

(2015) Markus Müller, Thai-Son Nguyen, Matthias Sperber, Kevin Kilgour, Sebastian Stüker, & Alex Waibel: The 2015 KIT IWSLT speech-to-text systems for English and German. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.70-75. [PDF, 2.1MB]

(2014) Markus Freitag, Stephan Peitz, Joern Wuebker, Hermann Ney, Matthias Huck, Rico Sennrich, Nadir Durrani, Maria Nadejde, Philip Williams, Philipp Koehn, Teresa Herrmann, Eunach Cho, & Alex Waibel; EU-BRIDGE MT: combined machine translation. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.105-113. [PDF, 217KB]

(2014) Liangyou Li, Xiaofeng Wu, Santiago Cortés Vaíllo, Jun Xie, Andy Way, & Qun Liu: The DCU-ICTCAS MT system at WMT 2014 on German-English translation task. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.136-141. [PDF, 306KB]

(2014) Liangyou Li, Andy Way, & Qun Liu: A discriminative framework of integrating translation memory features into SMT. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; pp. 249-260. [PDF, 638KNB]

(2014) Austin Matthews, Waleed Ammar, Archna Bhatia, Weston Feely, Greg Hanneman, Eva Schlinger, Swabha Swayamdipta, Yulia Tsvetkov, Alon Lavie, & Chris Dyer: The CMU machine translation systems at WMT 2014. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.142-149. [PDF, 230KB]

(2014) Jan Niehues, Alexander Allauzen, François Yvon, & Alex Waibel: Combining techniques from different NN-based language models for machine translation. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; pp.222-233. [PDF, 683KB]

(2014) Longyue Wang, Yi Lu, Derek F.Wong, Lidia Chao, Yiming Wang, & Francisco Oliveira: Combining domain adaptation approaches for medical text translation. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.254-259. [PDF, 348KB]

(2014) Jian Zhang, Liangyou Li, Andy Way, & Qun Liu: A probabilistic feature-based fill-up for SMT. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; pp.96-109. [PDF, 482KB]

(2013) Heike Adel, Ngoc Thang Vu, & Tanja Schultz: Combination of recurrent neural networks and factored language models for code-switching language modeling. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.206-211. [PDF, 210KB]

(2013) Anthony Aue, Qin Gao, Hany Hassan, Xiaodong He, Gang Li, Nicholas Ruiz, & Frank Seide: MSR-FBK IWSLT 2013 SLT system description. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 224KB]

(2013) Daniel Cer, Christopher D.Manning & Dan Jurafsky: Positive diversity tuning for machine translation system combination. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.320-328. [PDF, 525KB]

(2013) Martin Čmejrek, Haitao Mi, & Bowen Zhou: Flexible and efficient hypergarph interactions for joint hierarchical and forest-to-string decoding. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.545-555. [PDF, 195KB]

(2013) Sajad Ebrahimi, Kourosh Meshgi, Shahram Khadivi, & Mohammad Ebrahim Shiri Ahmad Abady: Meta-level statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1151-1157. [PDF, 264KB]

(2013) Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, & Hassan Sawaf: Selective combination of pivot and direct statistical machine translation models. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1174-1180. [PDF, 123KB]

(2013) Lluís Formiga, Marta R. Costa-jussŕ, José B. Marińo, José A. R. Fonollosa, Alberto Barrón-Cedeńo & Lluis Marquez: The TALP-UPC phrase-based translation systems for WMT13: system combination with morphology generation, domain adaptation and corpus filtering. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.134-140. [PDF, 159KB]

(2013) Markus Freitag, Stephan Peitz, Joern Wuebker, Hermann Ney, Nadir Durrani, Matthias Huck, Philipp Koehn, Thanh-Le Ha, Jan Niehues, Mohammed Mediani, Teresa Herrmann, Alex Waibel, Nicola Bertoldi, Mauro Cettolo, & Marcello Federico: EU-BRIDGE MT: text translation of talks in the EU-BRIDGE project. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 128KB]

(2013) Markus Freitag, Minwei Feng, Matthias Huck, Stephan Peitz & Hermann Ney: Reverse word order models. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.159-166. [PDF, 373KB]

(2013) Petra Galuščáková, Martin Popel & Ondřej Bojar: PhraseFix: statistical post-editing of TectoMT.  WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.141-147. [PDF, 157KB]

(2013) Kevin Gimpel, Dhruv Batra, Chris Dyer, & Gregor Shakhnarovich: A systematic exploration of diversity in machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1100-1111. [PDF, 220KB]

(2013) Jesús González-Rubio & Francisco Casacuberta: Improving the minimum Bayes’ risk combination of machine translation systems. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 311KB]

(2013) Teresa Herrmann, Jan Niehues, & Alex Waibel: Combining word reordering methods on different linguistic abstraction levels for statistical machine translation. [SSST-7]: Proceedings of the Seventh Workshop on Syntax, Semantics and Structure in Statistical Translation. Atlanta, Georgia, 13 June 2013; pp. 39-47. [PDF, 131KB]

(2013) Kevin Kilgour, Christian Mohr, Michael Heck, Quoc Bao Nguyen, Van Huy Nguyen, Evgeniy Shin, Igor Tseyzer, Jonas Gehring, Markus Müller, Matthias Sperber, Sebastian Stüker & Alex Waibel: The 2013 KIT IWSLT speech-to-text systems for German and English. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 6pp. [PDF, 86KB]

(2013) Wei-Yun Ma & Kathleen McKeown: Using a supertagged dependency language model to select a good translation in system combination. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.433-438. [PDF, 200KB]

(2013) Stephan Peitz, Saab Mansour, Matthias Huck, Markus Freitag, Hermann Ney, Eunah Cho, Teresa Herrmann, Mohammed Mediani, Jan Niehues, Alex Waibel, Alexandre Allauzen, Quoc Khanh Do, Bianka Buschbeck, & Tonio Wandmacher: Joint WMT 2013 Submission of the QUAERO Project. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.185-192. [PDF, 179KB]

(2013) Stephan Peitz, Saab Mansour, Jan-Thorsten Peter, Christoph Schmidt, Joern Wuebker, Matthias Huck, Markus Freitag, & Hermann Ney: The RWTH Aachen machine translation system for WMT 2013. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.193-199. [PDF, 220KB]

(2013) Majid Razmara & Anoop Sarkar: Ensemble triangulation for statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.252-260. [PDF, 240KB]

(2013) Raphael Rubino, Antonio Toral, Santiago Cortés Vaíllo, Jun Xie, Xiaofeng Wu, Stephen Doherty, & Qun Liu: The CNGL-DCU-Prompsit translation systems for WMT13. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.213-218. [PDF, 152KB]

(2013) Markus Saers, Karteek Addanki & Dekai Wu: Combining top-down and bottom-up search for unsupervised induction of transduction grammars. [SSST-7]: Proceedings of the Seventh Workshop on Syntax, Semantics and Structure in Statistical Translation. Atlanta, Georgia, 13 June 2013; pp. 48-57. [PDF, 431KB]

(2013) M.Ali Basha Shaik, Zoltan Tüske, Simon Wiesler, Markus Nußbaum-Thom, Stephan Peitz, Ralf Schlüter & Hermann Ney: The RWTH Aachen German and English LVCSR systems for IWSLT-2013. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 230KB]

(2013) Katsuhito Sudoh, Graham Neubig, Kevin Duh, & Hajime Tsukada: NTT-NAIST SMT systems for IWSLT 2013. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 7pp. [PDF, 91KB]

(2013) Joshua Winebarger, Bao Nguyen, Jonas Gehring, Sebastian Stüker, & Alex Waibel: The 2013  KIT Quaero speech-to-text system for French. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 297KB]

(2013) Joern Wuebker, Stephan Peitz, Tamer Alkhouli, Jan-Thorsten Peter, Minwei Feng, Markus Freitag & Hermann Ney: The RWTH Aachen machine translation systems for IWSLT 2013. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 6pp. [PDF, 128KB]

(2013) Tian Xia, Zongcheng Ji, Shaodan Zhai, Yidong Chen, Qun Liu, & Shaojun Wang: Improving alignment of system combination by using multi-objective optimization. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.535-544. [PDF, 204KB]

(2013) Ertuğrul Yılmaz, İlknur Durgar El-Kahlout, Burak Aydın, Zişan Sıla Özil, & Coşkun Mermer: TÜBİTAK Turkish-English submissions for IWSLT 2013. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 91KB]

(2013) Conghui Zhu, Taro Watanabe, Eiichiro Sumita, & Tiejun Zhao: Hierarchical phrase table combination for machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.802-810. [PDF, 1464KB]

(2013) Junguo Zhu, Muyun Yang, Sheng Li, & Tiejun Zhao: Repairing incorrect translation with examples. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.967-971. [PDF, 523KB]

(2012) Eleftherios Avramidis, Marta R.Costa-jussŕ, Christian Federmann, Maite Melero, Pavel Pecina, & Josef van Genabith: A richly annotated, multilingual parallel corpus for hybrid machine translation. LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2189-2193. [PDF, 433KB]

(2012) Sandipan Dandapat, Sara Morrissey, Abdy Way, & Joseph van Genabith: Combining EBMT, SMT, TM and IR technologies for quality and scale. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.48-58. [PDF, 248KB]

(2012) Christian Federmann, Eleftherios Avramidis, Marta R.Costa-jussŕ, Maite Melero, Pavel Pecina, & Josef van Genabith: The ML4HMT workshop on optimising the division of labour in hybrid machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3430-3435. [PDF, 631KB]

(2012) Christian Federmann, Tsuyoshi Okita, Maite Melero, Marta R.Costa-jussŕ, Toni Badia, & Josef van Genabith: Results from the ML4HMT-12 shared task on applying machine learning techniques to optimise the division of labour in hybrid machine translation. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT, Mumbai, December 2012; pp.85-90. [PDF, 347KB]

(2012) Christian Federmann: System combination using joint, binarised feature vectors. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT), Mumbai, December 2012; pp.77-83. [PDF, 116KB]

(2012) Christian Federmann, Maite Melero, Pavel Pecina, & Josef van Genabith: Towards optimal choice selection for improved hybrid machine translation. Prague Bulletin of Mathematical Linguistics 97, April 2012; pp.5-22. [PDF, 268KB]

(2012) Markus Freitag, Stephan Peitz, Matthias Huck, Hermann Ney, Jan Niehues, Teresa Herrmann, Alex Waibel, Le Hai-son, Thomas Lavergne, Alexandre Allauzen, Bianka Buschbeck, Josep Maria Crego, & Jean Senellart: Joint WMT 2012 submission for the QUAERO project. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.322-329. [PDF, 113KB]

(2012) Matthias Huck, Stephan Peitz, Markus Freitag, Malte Nuhn, & Hermann Ney: The RWTH Aachen machine translation system for WMT 2012. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.304-311. [PDF, 127KB]

(2012) Li Maoxi & Wang Mingwen: Confusion network based system combination for Chinese translation output: word-level or character-level? COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT), Mumbai, December 2012; pp.17-24. [PDF, 282KB]

(2012) Wei-Yun Ma & Kathleen McKeown: Phrase-level system combination for machine translation based on target-to-target decoding. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 111KB]

(2012) Saab Mansour & Hermann Ney: Arabic-segmentation combination strategies for statistical machine translation. LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3915-3920. [PDF, 351KB]

(2012) Preslav Nakov & Jörg Tiedemann: Combining word-level and character-level models for machine translation between closely-related languages. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.301-305. [PDF, 122KB]

(2012) Tsuyoshi Okita: Neural probabilistic language model for system combination. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT, Mumbai, December 2012; pp.65-75. [PDF, 150KB]

(2012) Tsuyoshi Okita, Antonio Toral, & Josef van Genabith: Topic modeling-based domain adaptation for system combination. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT, Mumbai, December 2012; pp.45-53. [PDF, 135KB]

(2012) Tsuyoshi Okita, Raphaël Rubino, & Josef van Genabith: Sentence-level quality estimation for MT system combination. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT, Mumbai, December 2012; pp.55-63. [PDF, 140KB]

(2012) Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, & Hermann Ney: The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.69-76. [PDF, 623KB]; presentation, 19 slides [PDF of PPT, 165KB]

(2012) Antti-Veikko I.Rosti, Xiaodong He, Damianos Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason R.Smith & Bing Zang: Review of hypothesis alignment algorithms for MT system combination via confusion network decoding. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.191-199. [PDF, 150KB]

(2012) Radu Soricut & Sushant Narsale: Combining quality prediction and system selection for improved automatic translation output. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.163-170. [PDF, 135KB]

(2012) Zhaopeng Tu, Yang Liu, Yifan He, Josef van Genabith, Qun Liu, & Shouxun Lin: Combining multiple alignments to improve machine translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.1249-1260. [PDF, 178KB]

(2012) Xiaofeng Wu, Tsyoshi Okita, Josef van Genabith, & Qun Liu: System combination with extra alignment information. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT, Mumbai, December 2012; pp.37-44. [PDF, 153KB]

(2011) Eleftherios Avramidis: DFKI system combination with sentence ranking at ML4HMT-2011. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.99-103. [PDF, 260KB]

(2011) Loďc Barrault: MANY improvements for WMT’11. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.135-139. [PDF, 151KB]

(2011) LoďcBarrault & Patrik Lambert: Machine translation system combination with MANY for ML4HMT. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.89-92. [PDF, 344KB]

(2011) Jacob Devlin, Antti-Veikko I.Rosti, Shankar Ananthakrishnan, & Spyros Matsoukas: System combination using discriminative cross-adaptation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.667-675. [PDF, 627KB]

(2011) Nan Duan, Mu Li, & Ming Zhou: Hypothesis mixture decoding for statistical machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1258-1267. [PDF, 1027KB]

(2011) Kevin Duh, Katsuhito Sudoh, Xianchao Wu, Hajime Tsukada, & Masaaki Nagata: Generalized minimum Bayes risk system combination. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1356-1360. [PDF, 162KB]

(2011) Sarah Ebling, Andy Way, Martin Volk, & Sundip Kumar Naskar: Combining semantic and syntactic generalization in example-based machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.209-216. [PDF, 354KB]; presentation, 37 slides [PDF]

(2011) Marcello Federico, Luisa Bentivogli, Michael Paul, & Sebastian Stüker: Overview of the IWSLT 2011 evaluation campaign. IWSLT 2011: Proceedings of the International Workshop on Spoken Language Translation, San Francisco, December 8-9, 2011, ed. Marcello Federico, Mei-Yuh Hwang, Margit Rödder, Sebastian Stüker; pp.11-27. [PDF, 486KB]

(2011) Christian Federmann, Sabine Hunsicker, Yu Chen, & Rui Wang: DFKI system combination using syntactic information at ML4HMT-2011. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.104-109. [PDF, 294KB]

(2011) Markus Freitag, Gregor Leusch, Joern Wuebker, Stephan Peitz, Hermann Ney, Teresa Herrmann, Jan Niehues, Alex Waibel, Alexandre Allauzen, Gilles Adda, Josep Maria Crego, Bianka Buschbeck, Tonio Wandmacher, & Jean Senellart: Joint WMT submission of the QUAERO project. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.358-364. [PDF, 107KB]

(2011) Jesús González-Rubio, Alfons Juan, & Francisco Casacuberta: Minimum Bayes-risk system combination. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1268-1277. [PDF, 174KB]

(2011) Jesús González-Rubio & Francisco Casacuberta: The UPV-PRHLT combination system for WMT 2011. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.140-144. [PDF, 143KB]

(2011) Kenneth Heafield & Alon Lavie: CMU system combination in WMT 2011. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.145-151. [PDF, 108KB]

(2011) Gregor Leusch, Markus Freitag & Hermann Ney: The RWTH system combination system for WMT 2011. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.152-158. [PDF, 205KB]

(2011) Yupeng Liu, Tiejun Zhao, & Sheng Li: Hypergraph training and decoding of system combination in SMT. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.570-577 [PDF, 235KB]

(2011) Wei-Yun Ma & Kathleen McKeown: System combination for machine translation based on text-to-text generation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.546-553. [PDF,

(2011) Najmeh Mousavi Nejad, Shahram Khadivi, & Kaveh Taghipour: The Amirkabir machine transliteration system for NEWS 2011: Farsi-English task. [IJCNLP 2011] Proceedings of the 2011 Named Entities Workshop, Chiang Mai, Thailand, November 12, 2011; pp.91-95. [PDF, 116KB]

 (2011) Tsuyoshi Okita & Josef van Genabith: DCU confusion network-based system combination for ML4HMT. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.93-98. [PDF, 377KB]

 (2011) Antti-Veikko I.Rosti, Bing Zhang, Spyros Matsoukas, & Richard Schwartz: Expected BLEU training for graphs: BBN system description for WMT11 system combination task. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.159-165. [PDF, 147KB]

 (2011) Rico Sennrich: The UZH system combination system for WMT 2011. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.166-170.  [PDF, 104KB]

 (2011) Linfeng Song, Haitao Mi, Yajuan Lü, & Qun Liu: Bagging-based system combination for domain adaptation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.293-298. [PDF, 99KB]

(2011) David Vilar, Eleftherios Avramidis, Maja Popović & Sabine Hunsicker: DFKI's SC and MT submissions to IWSLT 2011. IWSLT 2011: Proceedings of the International Workshop on Spoken Language Translation, San Francisco, December 8-9, 2011, ed. Marcello Federico, Mei-Yuh Hwang, Margit Rödder, Sebastian Stüker; pp.98-105. [PDF, 245KB]

(2011) Taro Watanabe & Eiichiro Sumita: Machine translation system combination by confusion forest. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1249-1257. [PDF, 451KB]

 (2011) Daguang Xu, Yuan Cao, & Damianos Karakos: Description of the JHU system combination scheme for WMT 2011.  [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.171-176. [PDF, 123KB]

 (2011) Jia Xu, Hans Uszkoreit, Casey Kennington, David Vilar, & Xiaojun Zhang: DFKI hybrid machine translation system for WMT 2011 – on the integration of SMT and RBMT. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.485-489. [PDF, 92KB]

(2010) Loďc Barrault: Open source machine translation system combination. Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 25-30 January, Dublin, Ireland; Prague Bulletin of Mathematical Linguistics, no.93, January 2010; pp.147-155. [PDF, 163KB]

(2010) Loďc Barrault: MANY: open source MT system combination at WMT’10. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 271-275. [PDF, 101KB]

(2010) Ergun Biçici & S.Serdar Kozat: Adaptive model weighting and transductive regression for predicting best system combinations. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 276-281. [PDF, 181KB]

(2010) Ergun Biçici & Deniz Yuret: L1 regularized regression for reranking and system combination in machine translation. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 282-289. [PDF, 197KB]

(2010) Josep Maria Crego, Aurélien Max, & François Yvon: Local lexical adaptation in machine translation through triangulation: SMT helping SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.232-240. [PDF, 197KB]

(2010) Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, & Tiejun Zhao: Hybrid decoding: decoding with partial hypotheses combination over multiple SMT systems. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.214-222. [PDF, 497KB]

(2010) John DeNero, Shankar Kumar, Ciprian Chelba, & Franz Och: Model combination for machine translation. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.975-983. [PDF, 573KB]

(2010) Jinhua Du & Andy Way: Using TERp to augment the system combination for SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 177KB]

(2010) Jinhua Du, Pavel Pecina, & Andy Way: An augmented three-pass system combination framework: DCU combination system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 290-295. [PDF, 550KB]

(2010) Nan Duan, Hong Sun, & Ming Zhou: Translation model generalization using probability averaging for machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.304-312. [PDF, 296KB]

(2010) Chooi-Ling Goh, Taro Watanabe, Michael Paul, Andrew Finch, & Eiichiro Sumita: The NICT translation  system for IWSLT 2010. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.139-146. [PDF, 379KB]

(2010) Jesús González-Rubio, Jesús Andrés-Ferrer, Germán Sanchis-Trilles, Guillem Gascó, Pascual Martínez-Gómez, Martha-Alicia Rocha, Joan-Andreu Sánchez & Francisco Casacuberta: The UPV-PRHLT combination system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 296-300. [PDF, 105KB]

(2010) Kenneth Heafield & Alon Lavie: Voting on n-grams for machine translation system combination. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 128KB]

(2010) Carmen Heger, Joern Wuebker, David Vilar, & Hermann Ney: A combination of hierarchical systems with forced alignments from phrase-based systems. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.291-297. [PDF, 377KB]

(2010) Almut Silja Hildebrand & Stephan Vogel: CMU system combination via hypothesis selection for WMT’10. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 307-310. [PDF, 90KB]

(2010) Gregor Leusch, Aurélien Max, Josep Maria Crego, & Hermann Ney: Multi-pivot translation by system combination. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.299-306. [PDF, 303KB]

(2010) Gregor Leusch & Hermann Ney: The RWTH system combination system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 315-320. [PDF, 152KB]

(2010) Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, & Li Deng: The MSRA machine translation system for IWSLT 2010. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.135-138. [PDF, 254KB]; presentation: 17 slides [PDF of PPT, 477KB]

(2010) Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, & Hermann Ney: The RWTH Aachen machine translation system for IWSLT 2010. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.163-168. [PDF, 248KB]

(2010) Sushant Narsale: JHU system combination scheme for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 311-314. [PDF, 99KB]

(2010) Sergio Penkale, Rejwanul Haque, Sandipan Dandapat, Pratyush Banerjee, Ankit K.Srivastava, Jinhua Du, Pavel Pecina, Sudip Kumar Naskar, Mikel L.Forcada, & Andy Way: MaTrEx: the DCU MT system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 143-148. [PDF, 535KB]

(2010) Wade Shen, Tim Anderson, Ray Slyh, & A.Ryan Aminzadeh: The MIT-LL/AFRL IWSLT-2010 MT system. Proceedings of the 7th International Workshop on Spoken L anguage Translation, 2-3 December 2010, Paris, France; pp.127-134. [PDF, 341KB]; presentation: 11 slides [PDF of PPT, 422KB]

(2010) Daniel Stein, Christoph Schmidt, & Hermann Ney: Sign language machine translation overkill. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.337-344. [PDF, 2052KB]

(2010) Antti-Veikko I.Rosti, Bing Zhang, Spyros Matsoukas, & Richard Schwartz: BBN system description for WMT10 system combination task. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 321-326. [PDF, 102KB]

(2010) Tong Xiao, Jingbo Zhu, Muhua Zhu, & Huizhen Wang: Boosting-based system combination for machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.739-748. [PDF, 380KB]

Corpus-based MT see Context-based methods, Example-based methods, Statistical MT

Direct translation approach

(2012) Ondřej Bojar, Bushra Jawaid, & Amir Kamran: Probes in a taxonomy of factored phrase-based models. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.253-260. [PDF, 134KB]

(2011) Septina Dian Larasati & Vladislav Kuboň: A study of Indonesian-to-Malaysian MT system. MALINDO 2010: the 4th International MALINDO Workshop, Depok, Indonesia, August 2nd 2010; 7pp. [PDF, 363KB]

Example-based methods/MT

(2014) Rafał Jaworski & Renata Ziemlińska: TRANSLAIDE. The translaide.pl system: an effective real world installation of translation memory searching and EBMT. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014; p.53. [PDF-301KB]

(2014) Juan Luo & Yves Lepage: Production of phrase tables in 11 European languages using an improved sub-sentential aligner. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.664-669. [PDF, 206KB]

(2014) Nasredine Semmar, Othman Zennaki, & Meriama Laib: Using cross-language information retrieval and statistical language modelling in example-based machine translation. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.36-44. [PDF, 274KB]

(2013) Junguo Zhu, Muyun Yang, Sheng Li, & Tiejun Zhao: Repairing incorrect translation with examples. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.967-971. [PDF, 523KB]

(2012) Khan Md.Anwarus Salam, Setsuo Yamada, & Tetsuro Nishino: Sublexical translations for low-resource language. COLING 2012: Proceedings of the Workshop on Machine Translation and Parsing in Indian Languages (MTPIL-2012), Mumbai, December 2012; pp.39-51. [PDF, 514KB]

(2012) Chenhui Chu, Toshiaki Nakazawa, & Sadao Kurohashi: EBMT system of Kyoto University in OLYMPICS task at IWSLT 2012. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.96-101. [PDF, 771KB]

(2012) Sandipan Dandapat, Sara Morrissey, Abdy Way, & Joseph van Genabith: Combining EBMT, SMT, TM and IR technologies for quality and scale. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.48-58. [PDF, 248KB]

(2012) Johannes Leveling, Debasis Ganguly, Sandipan Dandapat, & Gareth J.F.Jones: Approximate sentence retrieval for scalable and efficient example-based machine translation. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.1571-1586. [PDF, 291KB]

(2012) George Tambouratzis, Michalis Troullinos, Sokratis Sofianopoulos, & Marina Vassiliou: Accurate phrase alignment in a bilingual corpus for EBMT systems.  [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.104-111. [PDF, 294KB]

(2011) Yusuke Abe, Takafumi Suzuki, Bing Liang, Takehito Utsuro, Mikio Yamamoto, Suguru Matsuyoshi, & Yasuhide Kawada: Example-based translation of Japanese functional expressions utilizing semantic equivalence classes. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.91-103. [PDF, 776KB]

(2011) Khan Md. Anwarus Salam, Setsuo Yamada, & Tetsuro Nishino: Example-based machine translation for low-resource language using chunk-string templates. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.488-495. [PDF, 531KB]

(2011) Kfir Bar & Nachum Dershowitz: Using verb paraphrases for Arabic-to-English example-based translation. Machine Translation and Morphologically- rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 23 January, 2011; 3pp. [PDF, 94KB];  presentation: 27 slides [PDF of PPT, 1356KB]

(2011) Fabien Cromieres & Sadao Kurohashi: Efficient retrieval of tree translation examples for syntax-based machine translation.  [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.508-518. [PDF, 616KB]

(2011) Sandipan Dandapat, Sara Morrissey, Andy Way, & Mikel L.Forcada: Using example-based MT to support statistical MT when translating homogeneous data in a resource-poor setting. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.201-208. [PDF, 413KB]; presentation, 24 slides [PDF]

(2011) Sarah Ebling, Andy Way, Martin Volk, & Sundip Kumar Naskar: Combining semantic and syntactic generalization in example-based machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.209-216. [PDF, 354KB]

(2011) Monica Gavrila & Natalia Elita: Comparing corpus-based MT approaches using restricted resources. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.43-49. [PDF, 304KB]

(2011) Monica Gavrila: Constrained recombination in an example-based machine translation system. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. M ikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.193-200. [PDF, 417KB]; presentation, 36 slides [PDF]

(2011) Johan Segura & Violaine Prince: Using alignment to detect multiword expressions in bilingual corpora. .  Tralogy, Paris, 3-4 March 2011;  17pp. [PDF, 430KB]

(2011) Kota Takeya & Yves Lepage: Marker-based chunking for analogy-based translation of chunks.  MT Summit  XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.338-345. [PDF, 171KB]

(2011) PaCo-MT: parse and corpus-based machine translation. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.347. [PDF, 100KB]

(2010) Kfir Bar & Nachum Dershowitz: Tel Aviv University’s system description for IWSLT 2010.  Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.169-174. [PDF, 399KB]

(2010) Kfir Bar & Nachum Dershowitz: Using synonyms for Arabic-to-English example-based translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 83KB]

(2010) Ralf D.Brown: Taming structured perceptrons on wild feature vectors. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 384-391. [PDF, 132KB]

 (2010) Thoudam Doren Singh & Sivaji Bandyopadhyay: Manipuri-English example based machine translation system [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 64KB]

(2010) Rashmi Gangadharaiah, Ralf D.Brown, & Jaime Carbonell: Automatic determination of number of clusters for creating templates in example-based machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 582KB]; presentation: 37 slides [PDF, 496KB]

(2010) Rashmi Gangadharaiah, Ralf D.Brown, & Jaime Carbonell: Monolingual distributional profiles for word substitution in machine translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.320-328. [PDF, 605KB]

 (2010) Rafał Jaworski: Computing transfer score in example-based machine translation [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 58KB]

(2010) Jae Dong Kim, Ralf D.Brown, & Jaime G.Carbonell: Chunk-based EBMT. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 624KB]

 (2010) Aurélien Max: Example-based paraphrasing for improved phrase-based statistical machine translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.656-666. [PDF, 234KB]

(2010) Sergio Penkale, Rejwanul Haque, Sandipan Dandapat, Pratyush Banerjee, Ankit K.Srivastava, Jinhua Du, Pavel Pecina, Sudip Kumar Naskar, Mikel L.Forcada, & Andy Way: MaTrEx: the DCU MT system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 143-148. [PDF, 535KB]

(2010) Aaron B.Phillips: The Cunei machine translation platform for WMT’10. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 149-154. [PDF, 121KB]

(2010) Vincent Vandeghinste & Scott Martens: Bottom-up transfer in example-based machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 943KB]; presentation: 26 slides [PDF, 771KB]

Hybrid systems [see also Combination systems, Multi-engine systems]

(2015) Hongzheng Li, Kai Zhao, Renfen Hu, Yun Zhu, & Yaohong Jin: A hybrid system for Chinese-English patent machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: Sixth Workshop on Patent and Scientific Literature Translation (PSLT6); pp.52-67. [PDF, 1125KB]

(2015) Constantin Orӑsan, Alessandro Cattelan, Gloria Corpas Pastor, Josef van Genabith, Manuel Herranz, Juan José Arevalillo, Qun Liu, Khalil Sima’an & Lucia Specia: The EXPERT project: advancing the state of the art in hybrid translation technologies. Proceedings of the 37th Conference Translating and the Computer, London, November 26-27, 2015; pp.18-23. [PDF, 101KB]

(2014) A.Barreiro, J.Monti, B.Orliac, S. Preuß, K.Arrieta, W.Ling, F.Batista & I.Trancoso: Linguistic evaluation of support verb constructions by OpenLogos and Google Translate. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.35-40. [PDF, 131KB]

(2014) Kurt Eberle: AutoLearn<Word>. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.145-154. [PDF, 446KB]

(2014) Terence Lewis: Getting the best out of a mixed bag. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.118-128. [PDF, 239KB]

(2014) Kunal Sachdeva, Rishabh Srivastava, Sambhav Jain, & Dipti Misra Sharma: Hindi to English machine translation: using effective selection in multi-model SMT. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1807-1811. [PDF, 131KB]

(2014) Victor M.Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, & Felipe Sánchez-Martínez: The UA-Promsit hybrid machine translation system for the 2014 Workshop on Statistical Machine Translation. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.178-185. [PDF, 333KB]

(2014) QTLeap: quality translation with deep language engineering approaches. Project duration: November 2013 – October 2016. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; p.129. [PDF, 514KB]

(2013) Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013

(2013) Manuel Herranz, Alex Helle, Elia Yuste, Ruslan Mitkov, & Lucia Specia: Pangeanic in the EXPERT project: EXPloiting Emprical approaches to Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.419. [PDF, 432KB]

(2013) Evgeny Matusov & Gregor Leusch: OmnifluentTM English-to-French and Russian-to-English systems for the 2013 Workshop on Statistical Ma­chine Translation. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.158-163. [PDF, 136KB]

(2013) Fatiha Sadat: Towards a hybrid rule-based and statistical Arabic-French machine translation system. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.579-583. [PDF, 510KB]

(2013) Svetlana Sheremetyeva: On integrating hybrid and rule-based components for patent MT with several levels of output. [MT Summit XIV] Proceedings of the 5th Workshop on Patent Translation, Nice, September 2, 2013; pp.8-15. [PDF, 1061KB]

(2013) Antonio Toral: Hybrid selection of language model training data using linguistic information and perplexity. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.8-12. [PDF, 307KB]

(2013) Chao Zhang, Shiqi Zhao, & Haifeng Wang: Bootstrapping large-scale named entities using URL-text hybrid patterns. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.293-301. [PDF, 249KB]

(2012) Mihael Arcan, Paul Buitelaar, & Christian Federmann: Using domain-specific and collaborative resources for term translation. SSST-6, Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation, Jeju, Republic of Korea, 12 July 2012; pp.86-94. [PDF, 122KB]

(2012) Eleftherios Avramidis, Marta R.Costa-jussŕ, Christian Federmann, Maite Melero, Pavel Pecina, & Josef van Genabith: A richly annotated, multilingual parallel corpus for hybrid machine translation. LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2189-2193. [PDF, 433KB]

(2012) John Paul Barrazza & Philip Staiger: Increasing localization efficiency with Systran hybrid MT products. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; presentation, 53 slides. [PDF of PPT, 6836KB]

(2012) Arianna Bisazza & Marcello Federico: Cutting the long tail: hybrid language models for translation style adaptation. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 439-448. [PDF, 266KB]

(2012) Chen Chen & Vincent Ng: Combining the best of two worlds: a hybrid approach to multilingual coreference resolution. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.56-63. [PDF, 378KB]

(2012) Sandipan Dandapat, Sara Morrissey, Abdy Way, & Joseph van Genabith: Combining EBMT, SMT, TM and IR technologies for quality and scale. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.48-58. [PDF, 248KB]

(2012) Catherine Dove, Olga Loskutova, & Ruben de la Fuente: What’s your pick: RbMT, SMT or hybrid? AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 3pp. [PDF, 86KB]

(2012) Ramona Enache, Cristina Espańa-Bonet, Aarne Ranta, & Lluís Mŕrquez: A hybrid system for patent translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.269-276. [PDF, 189KB]

(2012) Kurt Eberle, Bogdan Babych, Johanna Geiß, Mireia Ginestí-Rosell, Anthony Hartley, Reinhard Rapp, Serge Sharoff, & Martin Thomas: Design of a hybrid high quality machine translation system. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.101-112. [PDF, 381KB]

(2012) Cristina Espańa-Bonet, Gorka Labaka, Arantza Díaz de Ilarranza, Lluís Mŕrquez, & Kepa Sarasola: Deep evaluation of hybrid architectures: use of different metrics in MERT weight optimization. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.65-76. [PDF, 498KB]

(2012) Christian Federmann: Can machine learning algorithms improve phrase selection in hybrid machine translation?  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.113-118. [PDF, 200KB]

(2012) Christian Federmann: Hybrid machine translation using joint, binarised feature vectors. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 198KB]

(2012) Christian Federmann, Maite Melero, Pavel Pecina, & Josef van Genabith: Towards optimal choice selection for improved hybrid machine translation. Prague Bulletin of Mathematical Linguistics 97, April 2012; pp.5-22. [PDF, 268KB]

(2012) Sabine Hunsicker, Chen Yu, & Christian Federmann: Machine learning for hybrid machine translation. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.312-316. [PDF, 131KB]

(2012) Adam Kilgarriff & George Tambouratzis: The PRESEMT project. [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.27-28. [PDF, 355KB]

(2012) Andreas Kirkedal: Tree-based hybrid machine translation.  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.77-86. [PDF, 260KB]

(2012) Patrick Lambert, Jean Senellart, Laurent Romary, Holger Schwenk, Florian Zipser, Patrice Lopez, & Frédéric Blain: Collaborative machine translation service for scientific texts. [EACL 2012] Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 11-15. [PDF, 523KB]

(2012) Evgeny Matusov: Incremental re-training of a hybrid English-French MT system with customer translation memory data. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 8pp. [PDF, 116KB]

(2012) Alexander Molchanov: PROMT DeepHybrid system for WMT12 shared translation task. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.345-348. [PDF, 88KB]

(2012) Vassilina Nikoulina, Agnes Sandor, & Marc Dymetman: Hybrid adaptation of named entity recognition for statistical machine translation. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT), Mumbai, December 2012; pp.1-15. [PDF, 198KB]

(2012) Hassan Sawaf: Automatic speech recognition and hybrid machine translation for high-quality closed-captioning and subtitling for video broadcast. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 5pp. [PDF, 244KB]

(2012) Sokratis Sofianopoulos, Marina Vassiliou, & George Tambouratzis: Implementing a language-independent MT methodology. [ACL 2012] Proceedings of the First Workshop on Multilingual Modeling, Jeju, Republic of Korea, 8-14 July 2012; pp.1-10. [PDF, 285KB]

(2012) George Tambouratzis, Sokratis Sofianopoulos, & Marina Vassiliou: Evaluating the translation accuracy of a novel language-independent MT methodology. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2569-2583. [PDF, 340KB]

(2012) Hans Uszkoreit: Quality translation for a multilingual continent: priorities and chances for European MT research [abstract]. JEP-TALN-RECITAL 2012: Actes de la conference conjointe, Grenoble, 4 au 8 juin 2012; vol.4: conferences invités, p.1. [PDF, 70KB]

(2012) Embedding machine translation in ATLAS content management system. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.96. [PDF, 209KB]

(2011) [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona

(2011) [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November 2011, Barcelona Media, Barcelona

(2011) Eleftherios Avramidis: DFKI system combination with sentence ranking at ML4HMT-2011. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.99-103. [PDF, 260KB]

(2011) Alexandru Ceauşu, John Tinsley, Jian Zhang, & Andy Way: Experiments on domain adaptation for patent machine translation in the PLuTO project. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.21-28. [PDF, 832KB]; presentation, 16 slides [PDF, 824KB]

(2011) Cristina Espańa-Bonet, Lluís Mŕrquez, Gorka Labaka, Arantza Díaz de Ilarraza, & Kepa Sarasola: Hybrid machine translation guided by a rule-based system. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.554-561. [PDF, 268KB]

(2011) Cristina Espańa-Bonet, Ramona Enache, Adam Slaski, Aarne Ranta, Lluís Mŕrquez, & Meritxell Gonzŕlez: Patent translation within the MOLTO project. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.70-78. [PDF, 217KB]

(2011) Cristina Espańa-Bonet: SMT within MOLTO’s hybrid translation system. Tutorial at: GF Summer School, 25 August 2011, Universitat Politčcnica de Catalunya, Barcelona; 43slides [PDF of PPT, 479KB]

(2011) Christian Federmann: Results from the ML4HMT shared task on applying machine learning techniques to optimise the division of labour in hybrid MT. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.110-117. [PDF, 695KB]

(2011) Christian Federmann & Sabine Hunsicker: Stochastic parse tree selection for an existing RBMT system. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.351-357. [PDF, 112KB]

(2011) Monica Gavrila & Natalia Elita: Experiments with small-sized corpora in CBMT. [RANLP 2011] Proceedings of the Student Research Workshop associated with RANLP 2011, Hissar, Bulgaria, 13 September 2011; pp.67-72. [PDF, 113KB]

(2011) Xianhua Li, Yajuan Lü, Yao Meng, Qun Liu, & Hao Yu: Feedback selecting of manually acquired rules using automatic evaluation. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.52-59. [PDF, 185KB]

(2011) Victor M.Sánchez-Cartagnena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortiz: Enriching a statistical machine translation system trained on small parallel corpora with rule-based bilingual phrases. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.90-96. [PDF, 125KB]

(2011) Víctor M.Sánchez-Cartagena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortíz: Integrating shallow-transfer rules into phrase-based statistical machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.562-569. [PDF, 106KB]

(2011) Victor M.Sánchez-Cartagena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortiz: The Universitat d’Alacant hybrid machine translation system for WMT 2011. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.457-463. [PDF, 127KB]

(2011) Petra Wolf, Ulrike Bernardi, Christian Federmann, & Sabine Hunsicker: From statistical term extraction to hybrid machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.225-232. [PDF, 329KB]; presentation, 24 slides [PDF]

(2011) Jia Xu, Hans Uszkoreit, Casey Kennington, David Vilar, & Xiaojun Zhang: DFKI hybrid machine translation system for WMT 2011 – on the integration of SMT and RBMT. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.485-489. [PDF, 92KB]

(2010) Arafat Ahsan, Prasanth Kolachina, Sudheer Kolachina, Dipti Misra Sharma, & Rajeev Sangal: Coupling statistical machine translation with rule-based transfer and generation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 162KB]

(2010) Yu Chen & Andreas Eisele: Hierarchical hybrid translation between English and German . EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 570KB]; presentation: 18 slides [PDF, 1652KB]

(2010) Yu Chen & Andreas Eisele: Integrating a rule-based with a hierarchical translation system. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1746-1752. [PDF, 327KB]

(2010) Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, & Tiejun Zhao: Hybrid decoding: decoding with partial hypotheses combination over multiple SMT systems. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.214-222. [PDF, 497KB]

(2010) Marc Dymetman & Nicola Cancedda: Intersecting hierarchical and phrase-based models of translation: formal aspects and algorithms. SSST-4: Proceedings of Fourth Workshop on Syntax and Structure in Statistical Translation, ed. Dekai Wu. COLING 2010/SIGMT Workshop, 23rd International Conference on Computational Linguistics, Beijing, China, 28 August 2010; pp.1-9. [PDF, 354KB]

(2010) Christian Federmann, Andreas Eisele, Hans Uszkoreit, Yu Chen, Sabine Hunsicker, & Jia Xu: Further experiments with shallow hybrid MT systems.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 77-81. [PDF, 118KB]

(2010) Jan Hajic: Building bridges using innovative approaches in machine translation. META-FORUM 2010: Challenges for multilingual Europe, November 17/18 2010, Brussels, Belgium; 24 slides [PDF of PPT, 1109KB]

(2010) Huang Heyan: Researches on MT and language information processing of CCLIE & BIT. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 37pp. [PDF, 7229KB]

(2010) Lianhau Lee, Aiti Aw, Min Zhang, & Haizhou Li: EM-based hybrid model for bilingual terminology extraction from comparable corpora. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.639-646. [PDF, 114KB]

(2010) Yuval Marton: Improved statistical machine translation with hybrid phrasal paraphrases derived from monolingual text and shallow lexical resource. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 293KB]

(2010) Aaron B.Phillips: The Cunei machine translation platform for WMT’10. ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 149-154. [PDF, 121KB]

(2010) Manny Rayner, Paula Estrella, & Pierrette Bouillon: A bootstrapped interlingua-based SMT architecture. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 611KB]; presentation: 30 slides [PDF, 737KB]

(2010) Hassan Sawaf: Arabic dialect handling in hybrid machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 8pp. [PDF, 146KB]

(2010) Lucia Silva: Fine-tuning in Brazilian Portuguese-English statistical transfer machine translation: verbal tenses.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Student Research Workshop… June 2, 2010, Los Angeles, California; pp.58-63. [PDF, 251KB]

(2010) Josef van Genabith: EuroMatrixPlus – evaluation, localisation, open source. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 24pp. [PDF, 2818KB]

(2010) Kirti Vashee: AsiaOnline: company & technology overview. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 23pp. [PDF, 6645KB]

 (2010) Wong Fai & Chao Sam: PCT: Portuguese-Chinese machine translation systems [abstract].  Journal of Translation Studies 13 (1-2), Special issue: The teaching of computer-aided translation, ed. Chan Sin-wai; pp. 181-196.

Interactive systems

(2015) Fatemeh Azadi & Shahram Khadivi: Improved search strategy for interactive predictions in computer-assisted translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.319-332. [PDF, 957KB]  

(2015) Vishwajeet Kumar, Ashish Kulkarni, Pankaj Singh, Ganesh Ramakrishnan, & Ganesh Arnaal: A machine-assisted human translation system for technical documents. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.2: MT Users’ Track; p.259-272. [PDF, 1,275KB]

(2015) Mark Seligman & Mike Dillinger: Adjusting interaction levels in a speech translation system for healthcare. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.2: MT Users’ Track; pp.199-218. [PDF of PPT, 2.1MB]

(2014) Mara Chinea Rios, Germán Sanchis-Trilles, Daniel Ortiz-Martínez, & Francisco Casacuberta: Online optimisation of log-linear weights in interactive machine translation.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3556-3559. [PDF, 201KB]

(2014) Ulrich Germann: Dynamic phrase tables for machine translation in an interactive post-editing scenario. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; Workshop on Interactive and Adaptive Machine Translation; pp.20-31. [PDF, 246KB]

(2014) Patricia O’Neill-Brown: Interaction design for MT interfaces. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; Tutorials, 38 slides

(2014) Germán Sánchis-Trilles, Daniel Ortiz-Martínez, & Francisco Casacuberta: Efficient wordgraph for interactive translation prediction. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014; pp.27-34. [PDF-450KB]

(2014) Mark Seligman, Mike Dillinger: Behind the scenes in an interactive speech translation system. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; Workshop on Interactive and Adaptive Machine Translation; pp.42-50. [PDF, 824KB]

(2014) Nancy Underwood, Bartolomé Mesa-Lao, Mercedes García Martínez, Michael Carl, Vicent Alabau,  Jesús González-Rubio, Luis A.Leiva, Germán Sanchis-Trilles, Daniel Ortíz-Martínez, & Francisco Casacuberta: Evaluating the effects of interactivity in a post-editing workbench. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.553-559. [PDF, 268KB]

(2013) V.Alabau, J.González-Rubio, L.A.Leiva, D.Ortiz-Martínez, G.Sanchis-Trilles, F.Casacuberta, B.Meso-Lao, R.Bonk. M.Carl, & M.García-Martínez: User evaluation of advanced interaction features for a computer-assisted translation workbench. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.361-368. [PDF, 1166KB]

(2013) Laura Bota, Christoph Schneider, & Andy Way: COACH: designing a new CAT tool with translator interaction. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.313-320. [PDF, 383KB]

(2013) William Byrne & Lluís Mŕrquez: FAUST: Feedback Analysis for User Adaptive Statistical Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.421. [PDF, 635KB]

(2013) Marcello Federico, Philipp Koehn, Holger Schwenk, & Marco Trombetti: Matecat: Machine Translation Enhanced Computer Assisted Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.425. [PDF, 192KB]

(2013) Jesús González-Rubio, Daniel Ortiz-Martínez, José-Miguel Benedí, & Francisco Casacuberta: Interactive machine translation using hierarchical translation models. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.244-254. [PDF, 214KB]

(2013) Philipp Koehn, Michael Carl, Francisco Casacuberta, & Eva Marcos: CASMACAT: Cognitive Analysis and Statistical Methods for Advanced Computer Aided Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.411. [PDF,  219KB]

(2013) Prashant Mathur, Mauro Cettolo & Marcello Federico: Online learning approaches in computer assisted translation. WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.301-308. [PDF, 274KB]

(2013) Shachar Mirkin, Sriram Venkatapathy, & Marc Dymetman: Confidence-driven rewriting for improved translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.257-264. [PDF, 616KB]

(2013) Aarne Ranta: MOLTO – Multilingual On Line Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.429. [PDF,  182KB]

(2013) Anne Marie Taravella & Alain O.Villeneuve: Acknowledging the needs of computer-assisted translation tools users: the human perspective in human-machine translation. Journal of Specialised Translation, issue 19, January 2013; pp.62-74. [PDF, 361KB]

(2012) Vicent Alabau, Luis A. Leiva, Daniel OrtizMartínez, & Francisco Casacuberta: User evaluation of interactive machine translation systems. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.20-23. [PDF, 411KB]

(2012) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: Active learning for interactive machine translation. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 245-254. [PDF,

(2012) Ruslan Kalitvianski, Christian Boitet, & Valérie Bellynck: Collaborative computer-assisted translation applied to pedagogical documents and literary works. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp. 255-260. [PDF, 637KB]

(2012) Shahram Khadivi & Zeinab Vakil: Interactive-predictive speech-enabled computer-assisted translation. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.237-243. [PDF, 774KB]

(2012) Heinrich Kolkhorst, Kevin Kilgour, Sebastian Stüker, & Alex Waibel: Evaluation of interactive user corrections for lecture transcription. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.217-221. [PDF, 635KB]

(2012) Joseph Mariani: Priority theme 3: Socially aware interactive assistant. META-FORUM, Brussels, June 19-21, 2012; 15 slides. [PDF of PPT, 813KB]

(2012) Rohit Prasad, Rohit Kumar, Sankaranarayanan Ananthakrishnan, Wei Chen, Sanjika Hewavitharana, Matthew Roy, Frederick Choi, Aaron Challenner, Enoch Kan, Arvid Neelakantan, & Prem Natarajan: Active error detection and resolution for speech-to-speech translation. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.150-157. [PDF, 1156KB]

(2012) V.M.Sánchez-Cartagena, M.Esplŕ-Gomis, F.Sánchez-Martínez, & J.A.Pérez-Ortiz: Choosing the correct paradigm for unknown words in rule-based machine translation systems.  In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.27-39. [PDF, 502KB]

(2012) Zeinab Vakil & Shahram Khadivi: A new search approach for interactive-predictive computer-assisted translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.1261-1270. [PDF, 155Kb]

(2011) Vicent Alabau, Alberto Sanchis, & Francisco Casacuberta: Improving on-line handwritten recognition using translation models in multimodal interactive machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.389-394. [PDF, 417KB]

(2011) Christian Boitet, Valérie Bellynck, Achille Falaise, & Nguyen Hong-Thai: Operationalization of interactive multilingual gateways (iMAGs) in the Traouiero project. Translating and the Computer 33, 17-18 November 2011, London; 9pp. [PDF, 1737KB]

(2011) Miquel Esplŕ-Gomis, Víctor M.Sánchez-Cartegna & Juan Antonio Pérez-Ortiz: Multimodal building of monolingual dictionaries for machine translation by non-expert users. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.147-154. [PDF, 163KB]

(2011)  Daniel Ortiz Martínez: Advances in fully-automatic and interactive phrase-based statistical machine translation. Thesis presented at Universidad Politécnica de Valencia, Departamento de Sistemas Informáticos y Computación, September 2011; 259pp. [PDF, 2121KB]

(2011) Daniel Ortiz-Martínez, Luis A.Leiva, Vicent Alabau, Ismael García-Varea, & Francisco Casacuberta: An interactive machine translation system with online learning. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, Portland, Oregon, June 19-24, 2011; pp.68-73. [PDF, 508KB]

(2011) Marion Potet, Emmanuelle Esperança-Rodier, Hervé Blanchon, & Laurent Besacier: Preliminary experiments on using users’ post-editions to enhance a SMT system. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.161-168. [PDF, 346KB]

(2011) Bruno Pouliquen, Christophe Mazenc & Aldo Iorio: Tapta: a user-driven translation system for patent documents based on domain-aware statistical machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.5-12. [PDF, 342KB]; presentation, 15 slides [PDF, 1642KB]

(2011) Anne H.Schneider & Saturnino Luz: Speaker alignment in synthesised, machine translation communication. IWSLT 2011: Proceedings of the International Workshop on Spoken Language Translation, San Francisco, December 8-9, 2011, ed. Marcello Federico, Mei-Yuh Hwang, Margit Rödder, Sebastian Stüker; pp.254-260. [PDF, 231KB]

(2011) Mark Seligman & Mike Dillinger: Real-time multi-media translation for healthcare: a usability study. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.595-602. [PDF, 574KB]

(2011) Rico Sennrich: Combining multi-engine machine translation and online learning through dynamic phrase tables. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.89-96. [PDF, 337KB]; presentation, 22 slides [PDF]

(2011) FAUST: feedback analysis for user adaptive statistical translation. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.333. [PDF, 114KB]

(2010) Christian Boitet, Huynh Cong Phap, Nguyen Hong Thai, & Valérie Bellynck: The iMAG concept: multilingual access gateway to an elected web sites with incremental quality increase through collaborative post-edition of MT pretranslations. TALN 2010. Proceedings of Traitement Automatique du Langage Naturel, 19-23 juillet 2010. Montréal, Canada. 8pp. [PDF, 1585KB]

(2010) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: Balancing user effort and translation error in interactive machine translation via confidence measures. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.173-177. [PDF, 97KB]

(2010) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: On the use of confidence measures within an interactive-predictive machine translation system. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 525KB]

(2010) Daniel Hardt & Jakob Elming: Incremental re-training for post-editing SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 191KB]

(2010) Daniel Ortiz-Martínez, Ismael García-Varea, & Francisco Casacuberta: Online learning for interactive statistical machine translation.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.546-554. [PDF, 284KB]

 (2010) Sun Le: A user-adaptive framework for computer-aided translation system [abstract]. Journal of Translation Studies 13 (1-2), Special issue: The teaching of computer-aided translation, ed. Chan Sin-wai; pp. 155-64.

(2010) Alex Waibel: Preliminary findings of the “Interactive systems” vision group. META-FORUM 2010: Challenges for multilingual Europe, November 17/18 2010, Brussels, Belgium; 15 slides [PDF of PPT, 1059KB]

Interlingua methods and systems

(2014) Nianwen Xue, Ondřej Bojar, Jan Hajič, Martha Palmer, Zdeňka Urešová, & Xiuhong Zhang: Not an interlingua, but close: comparison of English AMRs to Chinese and Czech. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1765-1772. [PDF, 417KB]

 (2014) XLike: cross-lingual knowledge extraction. Project duration: January 2012 – December 2014. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; p.131. [PDF, 417KB]

(2013) Silvana Hartmann & Iryna Gurevych: FrameNet on the way to Babel: creating a bilingual FrameNet using Wiktionary as interlingual connection.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1363-1373. [PDF, 271KB]

(2013) XLIKE: cross-lingual knowledge extraction (XLike). Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.451. [PDF, 191KB]

(2012) Sameh Alansary: A formalized reference grammar for UNL-based machine translation between English and Arabic. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.33-42. [PDF, 352KB]

(2012) Nicola Bertoldi, Mauro Cettolo, Marcello Federico, & Christian Buck: Evaluating the learning curve of domain adaptive statistical machine translation systems. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.433-441. [PDF, 141KB]

(2012) Jagadeesh Jagarlamudi & Hal Daumé III: Regularized interlingual projections: evaluation on multilingual transliteration. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.12-23. [PDF, 700KB]

(2012) Hiroshi Uchida, Meiying Zhu, & Khan Md.Anwarus Salam: UNL Explorer. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp. 453-458. [PDF, 411KB]

(2012) MOLTO enlarged EU – multilingual on-line translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.82. [PDF, 107KB]

(2011) Cristina Espańa-Bonet, Ramona Enache, Adam Slaski, Aarne Ranta, Lluís Mŕrquez, & Meritxell Gonzŕlez: Patent translation within the MOLTO project. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.70-78. [PDF, 217KB]

(2011) Michael Gasser: Towards synchronous extensible dependency grammar. Proceedings of the Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; pp.3-10. [PDF, 265KB]

(2011) Yoshihiko Hayashi: A representation framework for cross-lingual/interlingual lexical semantic correspondences. Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011), ed. Johan Bos and Stephen Pulman, January 12-14, Oxford, UK; pp.155-164. [PDF, 257KB]

(2011) Jagadeesh Jagarlamudi, Hal Daumé III, & Raghavendra Udupa: From bilingual dictionaries to interlingual document representations. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.147-152. [PDF, 112KB]

(2011) Aarne Ranta: MOLTO: multilingual on-line translation. Invited talk at: Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; p.1. [PDF, 12KB]

(2011) Marianne Starlander & Paula Estrella: Looking for the best evaluation method for interlingua-based spoken language translation in the medical domain. Proceedings of the 8th international NLPSC workshop. Special theme: Human-machine interaction in translation, Copenhagen Business School, 20-21 August 2011; ed.Bernadette Sharp, Michael Zock, Michael Carl, Arnt Lykke Jakobsen (Copenhagen Studies in Language 41), Frederiksberg: Samfundslitteratur, 2011; pp.81-92. [PDF, 905KB]

(2010) Achille Falaise, David Rouquet, Didier Schwab, Hervé Blanchon, & Christian Boitet: Ontology driven content extraction using interlingual annotation of texts in the OMNIA project. [Coling 2010] Proceedings of the 4th Workshop on Cross Lingual Information Access, Beijing, China, 28 August 2010; pp.52-60. [PDF, 359KB]

(2010) Aarne Ranta, Krasimir Angelov, & Thomas Hallgren: Tools for multilingual grammar-based translation on the web. Proceedings of the ACL 2010 System Demonstrations, Uppsala, Sweden, 13 July 2010; pp.66-71. [PDF, 313KB]

(2010) Manny Rayner, Paula Estrella, & Pierrette Bouillon: A bootstrapped interlingua-based SMT architecture. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 611KB]; presentation: 30 slides [PDF, 737KB]

Intermediary (natural) language see Pivot language

Knowledge-based MT

(2012) Bettina Harriehausen-Mühlbauer & Timm Heuss: Semantic web based machine translation. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.1-9. [PDF, 196KB]

(2011) Leonardo Lesmo, Alessandro Mazzei & Daniele P.Radicioni: An ontology based architecture for translation. Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011), ed. Johan Bos and Stephen Pulman, January 12-14, Oxford, UK; pp.345-349. [PDF, 199KB]

Memory-based MT see Example-based methods

Monolingual methods and systems

(2013) Ann Irvine, Chris Quirk, & Hal Daumé III: Monolingual marginal matching for translation model adaptation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1077-1088. [PDF, 247KB]

(2013) David Kauchak: Improving text simplification language modeling using unsimplified text data. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1537-1546. [PDF, 302KB]

(2013) Malte Nuhn, Julian Schamper & Hermann Ney: Beam search for solving substitution ciphers.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1568-1576. [PDF, 284KB]

(2013) Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, & Peter Clark: Semi-Markov phrase-based monolingual alignment. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.590-600. [PDF, 184KB]

(2012) see proceedings of AMTA-2012 Monolingual machine translation-2012 workshop. San Diego, November 1, 2012

(2012) Eunah Cho, Jan Niehues, & Alex Waibel: Segmentation and punctuation prediction in speech language translation using a monolingual translation system. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.252-259. [PDF, 603KB]

(2012) Alexandre Klementiev, Ann Irvine, Chris Callison-Burch, & David Yarowsky: Toward statistical machine translation without parallel corpora. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.130-140. [PDF, 344KB]

(2012) Takanori Kusumoto & Tomoyosi Akiba: Statistical machine translation without a source-side parallel corpus using word lattice and phrase extension.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3929-3932. [PDF, 352KB]

(2010) Sander Wubben, Antal van den Bosch, & Emiel Krahmer: Paraphrase generation as monolingual translation: data and evaluation. INLG 2010: Proceedings of the 6th International Natural Language Generation conference, July 7-9, 2010, Trim, Co.Meath, Ireland; pp.203-208. [PDF, 139KB]

(2012) Sander Wubben, Antal van den Bosch, & Emiel Krahmer: Sentence simplification by monolingual machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.1015-1024. [PDF, 139KB]

(2011) Seung-Hoon Na & Hwee Tou Ng: Enriching document representation via translation for improved monolingual information retrieval. SIGIR July 24-28, 2011, Beijing, China; 10pp. [PDF, 543KB]

(2011) Marco Turchi, Vanni Zavarella, & Hristo Tanev: Pattern learning for event extraction using monolingual statistical machine translation. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.371-377. [PDF, 148KB]

(2010) Stefan Riezler & Yi Liu: Query rewriting using monolingual statistical machine translation. Computational Linguistics 36 (3), pp. 569-582 [PDF, 145KB]

Multi-engine systems [see also Combination systems, Hybrid systems]

(2014) Kunal Sachdeva, Rishabh Srivastava, Sambhav Jain, & Dipti Misra Sharma: Hindi to English machine translation: using effective selection in multi-model SMT. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1807-1811. [PDF, 131KB]

 (2012) Claire Jaja, Douglas M.Briesch, Jamal Laoudi, & Claire R.Voss: Assessing divergence measures for automated document routing in an adaptive MT system.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3963-3970. [PDF, 722KB]

(2011) Felipe Sánchez-Martínez: Choosing the best machine translation system to translate a sentence by using only source-language information. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.97-104. [PDF, 338KB] ; presentation, 32 slides [PDF]

(2011) Rico Sennrich: Combining multi-engine machine translation and online learning through dynamic phrase tables. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.89-96. [PDF, 337KB]; presentation, 22 slides [PDF]

(2010) Pratyush Banerjee, Jinhua Du, Sudip Naskar, Baoli Li, Andy Way, & Josef van Genabith: Combining multi-domain statistical machine translation models using automatic classifiers. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 304KB]

(2010) Yu Chen & Andreas Eisele: Integrating a rule-based with a hierarchical translation system. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1746-1752. [PDF, 327KB]

(2010) Josep Maria Crego, Aurélien Max, & François Yvon: Local lexical adaptation in machine translation through triangulation: SMT helping SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.232-240. [PDF, 197KB]

(2010) Nan Duan, Mu Li, Dongdong Zhang, & Ming Zhou: Mixture model-based minimum Bayes risk decoding using multiple machine translation systems. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.313-321. [PDF, 372KB]

(2010) Kenneth Heafield & Alon Lavie: Combining machine translation output with open source: the Carnegie Mellon multi-engine machine translation scheme. Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 25-30 January, Dublin, Ireland; Prague Bulletin of Mathematical Linguistics, no.93, January 2010; pp.27-36. [PDF, 133KB]

(2010) Kenneth Heafield & Alon Lavie: CMU multi-engine machine translation for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 301-306. [PDF, 112KB]

(2010) Shiqi Zhao, Haifeng Wang, Xiang Lan, & Ting Liu: Leveraging multiple MT engines for paraphrase generation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1326-1334. [PDF, 597KB]

Multilingual systems

(2015) Markus Müller & Alex Waibel: Using language adaptive deep neural networks for improved multilingual speech recognition. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.167-172. [PDF, 1.8MB]

(2014) Alejandro Armando, Pierrette Bouillon, Manny Rayner, & Nikos Tsourakis: A tool for building multilingual voice questionnaires. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.177-181. [PDF, 279KB]

(2014) Anoop Kunchukuttan, Abhijit Mishra, Rajen Chatterjee, Ritesh Shah, & Pushpak Bhattacharyya: Śata-Anuvādak: tackling multiway translation of Indian languages. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp. 1781-1787. [PDF, 233KB]

(2014) Thomas Mayer & Michael Cysouw: Creating a massively parallel Bible corpus. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3158-3163. [PDF, 575KB]

(2014) Zdeňka Urešová, Ondřej Dušek, Jan Hajič, & Pavel Pecina: Multilingual test sets for machine translation of search queries for cross-lingual information retrieval in the medical domain. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3244-3247. [PDF, 116KB]

(2014) XLike: cross-lingual knowledge extraction. Project duration: January 2012 – December 2014. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; p.131. [PDF, 417KB]

 (2013) Alexandra Balahur & Marco Turchi: Improving sentiment analysis in Twitter using multilingual machine translated data. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.49-55. [PDF, 99KB]

(2013) Vera Danilova: Cross-language plagiarism detection methods. Proceedings of the Student Workshop, Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.51-57. [PDF, 155KB]

(2013) Mirela-Ştefania Duma & Cristina Vertan: Integration of machine translation in on-line multilingual applications – domain adaptation. Translation: Computation, Corpora,  Cognition 3 (1), June 2013; pp.67-74. [PDF, 395KB]

(2013) Yoan Gutiérrez, Yenier Castańeda, Andy González, Rainel Estrada, Dennys D.Ping, Jose I.Abreu, Roger Pérez, Antonio Fernández Orquín, Andrés Mintoyo, Rafael Muńoz, & Franc Camara: UMICC_DLSI: reinforcing a ranking algorithm with sense frequencies and multidimensional semantic resources to solve multililingual word sense disambiguation. [SEM-2013] Second Joint Conference on Lexical and Computational Semantics, Volume 2: Seventh International Workshop on Semantic Evaluation, Atlanta, Georgia, June 14-15, 2013; pp.241-249. [PDF, 489KB]

(2013) Steve L.Manion & Raazesh Sainudiin: DAEBAK!: peripheral diversity for multilingual word sense disambiguation. [SEM-2013] Second Joint Conference on Lexical and Computational Semantics, Volume 2: Seventh International Workshop on Semantic Evaluation, Atlanta, Georgia, June 14-15, 2013; pp.250-254. [PDF, 142KB]

(2013) Roberto Navigli, David Jurgens & Daniele Vannella: SemEval-2013 Task 12: multilingual word sense disambiguation. [SEM-2013] Second Joint Conference on Lexical and Computational Semantics, Volume 2: Seventh International Workshop on Semantic Evaluation, Atlanta, Georgia, June 14-15, 2013; pp.222-231. [PDF, 345KB]

(2013) Bruno Pouliquen, Cecilia Elizalde, Marcin Junczys-Dowmunt, Christophe Mazenc, & José García-Verdugo: Large-scale multiple language translation accelerator at the United Nations. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.345-352. [PDF, 566KB]

(2013) Aarne Ranta: MOLTO – Multilingual On Line Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.429. [PDF,  182KB]

(2013) Svitlana Volkova, Theresa Wilson, & David Yarowsky: Exploring sentiment in social media: bootstrapping subjectivity clues from multilingual Twitter streams.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.505-510. [PDF, 317KB]

(2013) Felix Sasaki: Metadata for the multilingual web. Translation: Computation, Corpora,  Cognition 3 (1), June 2013; pp.19-26. [PDF, 124KB]

(2013) Lingxiao Wang & Christian Boitet: Online production of HQ parallel corpora and permanent task-based evaluation of multiple MT systems: both can be obtained through iMAGs with no added cost. Proceedings of MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2), Nice, France, 2 September 2013; pp. 103-110. [PDF, 2109KB]

(2012) Alexandra Balahur & Marco Turchi: Multilingual sentiment analysis using machine translation. [ACL 2012] Proceedings of the 3rd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, Jeju, Republic of Korea, 12 July 2012; pp.52-60. [PDF, 133KB]

(2012) Anelia Belogay, Diman Karagyozov, Svetla Koeva, Cristina Vertan, Adam Przepiórkowski, Polivios Raxis, & Dan Cristea: Harnessing NLP technologies in the processes of multilingual content management.  [EACL 2012] Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 6-10. [PDF, 367KB]

(2012) Chen Chen & Vincent Ng: Combining the best of two worlds: a hybrid approach to multilingual coreference resolution. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.56-63. [PDF, 378KB]

(2012) Jiangping Chen, Olajumoke Agozu, Wenqian Zhao, Cheng Chieh Lien, Ryan Knudson, & Ying Zhang: Integrating machine translation with digital collections for multilingual information access. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 379KB]

(2012) Erwin Fernandez-Ordońez, Rada Mihalcea, & Samer Hassan: Unsupervised word sense disambiguation with multilingual representations.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.847-851. [PDF, 253KB]

(2012) Mark Fishel, Yota Georgakopoulou, Sergio Penkale, Volha Petukhova, Matej Rojc, Martin Volk, & Andy Way: From subtitles to parallel corpora. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.3-6. [PDF, 165KB]

(2012) Svetla Koeva: ATLAS – human language technologies integrated within a multilingual web content management system. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.72-76. [PDF, 331KB]

(2012) Dawn Lawrie, James Mayfield, Paul McNamee, & Douglas W.Oard: Creating and curating a cross-language person-entity linking collection.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3106-3110. [PDF, 312KB]

(2012) Baoli Li: Learning to model multilingual unrestricted coreference in OntoNotes. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.129-135. [PDF, 130KB]

(2012) Xinxin Li, Xuan Wang, & Wingwei Liao: Simple maximum entropy models for multilingual coreference resolution. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.83-87. [PDF, 205KB]

(2012) Roberto Navigli & Simone Paolo Ponzetto: Joining forces pays off: multilingual joint word sense disambiguation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.1399-1410. [PDF, 413KB]

(2012) Ram Prakash H: Quillpad multilingual predictive transliteration system. COLING 2012: Proceedings of the Second Workshop on Advances in Text Input Methods (WTIM 2), Mumbai, December 2012; pp.107-113. [PDF, 310KB]

(2012) Josef Steinberger & Marco Turchi: Machine translation for multilingual summary content evaluation. Proceedings of the NAACL-HLT Workshop on Evaluation Metrics and System Comparison for Automatic Summarization, Montréal, Canada, June 3-8, 2012; pp.19-27. [PDF, 126KB]

(2012) Gregor Thurmair, Andrea Agnoletto, Valerio Gower, & Roberts Rozis: EASTIN-CL: a multilingual front-end to a database of assistive technology products. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.69-72. [PDF, 414KB]

(2012) Olga Uryupina, Alessandro Moschitti, & Massimo Poesio: BART goes multilingual: the UniTN/Essex submission to the CoNLL-2012 shared task. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.122-128. [PDF, 122KB]

(2012) Hans Uszkoreit: Quality translation for a multilingual continent: priorities and chances for European MT research [abstract]. JEP-TALN-RECITAL 2012: Actes de la conference conjointe, Grenoble, 4 au 8 juin 2012; vol.4: conferences invités, p.1. [PDF, 70KB]

(2012) Daniel Zeman: Data issues of the multilingual translation matrix. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.395-400. [PDF, 225KB]

(2012) Desislava Zhekova, Sandra Kübler, Joshua Bonner, Marwa Ragheb, & Yu-Yin Hsu: UBIU for multilingual coreference resolution in OntoNotes. Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task, July 13, 2012, Jeju Island, Korea; pp.88-94. [PDF, 113KB]

(2012) Organic.Lingua: demonstrating the potential of a multilingual web portal for sustainable agricultural & environmental education. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.209. [PDF, 67KB]

(2012) MOLTO enlarged EU – multilingual on-line translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.82. [PDF, 107KB]

(2011) Christian Boitet, Valérie Bellynck, Achille Falaise, & Nguyen Hong-Thai: Operationalization of interactive multilingual gateways (iMAGs) in the Traouiero project. Translating and the Computer 33, 17-18 November 2011, London; 9pp. [PDF, 1737KB]

(2011) Heidi Depraetere, Joachim Van den Bogaert, & Joeri Van de Walle: Bologna translation service: online translation of course syllabi and study programmes in English. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.29-34. [PDF, 164KB]

(2011) Cristina Espańa-Bonet, Ramona Enache, Adam Slaski, Aarne Ranta, Lluís Mŕrquez, & Meritxell Gonzŕlez: Patent translation within the MOLTO project. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.70-78. [PDF, 217KB]

(2011) Richard Ishida: The multilingual web: latest developments at the W3C/IETF. Translating and the Computer 33, 17-18 November 2011, London; presentation 55 slides. [PDF of PPT, 4551KB]

(2011) Johannes Knopp: Extending a multilingual lexical resource by bootstrapping named entity classification using Wikipedia’s category system. [IJCNLP 2011] Proceedings of the 5th Workshop on Cross Lingual Information Access, Chiang Mai, Thailand, November 13, 2011; pp.35-43. [PDF, 326KB]

(2011) Kiran Kumar N, Santosh GSK, & Vasudeva Varma: A language-independent approach to identify the named entities in under-resourced languages, and clustering multilingual documents. CLEF 2011: Conference on Multilingual and Multimodal Iinformation Access Evaluation, 19-22 September 2011, Amsterdam; 29slides [PDF of PPT, 185KB]

(2011) Philippe Lacour, Any Freitas, Aurélien Bénel, Franck Eyraud & Diana Zambon: Translation and the new digital commons. Tralogy, Paris, 3-4 March 2011; 16 pp. [PDF, 313KB]

(2011) François Lareau, Mark Dras, Benjamin Börschinger, & Robert Dale: Collocations in multilingual natural language generation: lexical functions meet lexical functional grammar. [ALTA 2011] Proceedings of Australasian Language Technology Association Workshop, Canberra, Australia, 1-2 December 2011; pp.95-104. [PDF, 302KB]

(2011) Els Lefever, Véronique Hoste, & Martine De Cock: ParaSense or how to use parallel corpora for word sense disambiguation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.317-322. [PDF, 119KB]

(2011) Elena Lloret & Manuel Palomar: Finding the best approach for multi-lingual text summarisation: a comparative analysis. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.194-201. [PDF, 386KB]

(2011) María-Dolores Olvera-Lobo & Juncal Guttiérez-Artacho: Multilingual question-answering system in biomedical domain on the Web: an evalution. CLEF 2011: Conference on Multilingual and Multimodal Iinformation Access Evaluation, 19-22 September 2011, Amsterdam; 12slides [PDF of PPT, 413KB]

(2011) Thomas Meyer, Andrei Popescu-Belis, Sandrine Zufferey, & Bruno Cartoni: Multilingual annotation and disambiguation of discourse connectives for machine translation. Proceedings of the SIGDIAL 2011: the 12th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Portland, Oregon, June 17-18, 2011; pp.194-203. [PDF, 138KB]

(2011) Jakub Piskorski, Jenya Belayeva, & Martin Atkinson: Exploring the usefulness of cross-lingual information fusion for refining real-time news event extraction: a preliminary study.  [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.210-217. [PDF, 215KB]

(2011) Aarne Ranta: MOLTO: multilingual on-line translation. Invited talk at: Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; p.1. [PDF, 12KB]

(2011) Manuela Sanguinetti & Cristina Bosco: Building the multilingual TUT parallel treebank. AEPC 2011: proceedings of the Second Workshop on Annotation and Exploitation of Parallel Corpora, associated with the 8th International Conference on Recent Advances in Natural Language Processing (RANLP 2011), 15th September 2011, Hissar, Bulgaria; pp.19-28. [PDF, 316KB]

(2011) Marco Turchi: Multilingual text mining and machine translation activities carried out at the EC’s Joint Research Center. Invited talk at: Sixth Machine Translation Marathon, 5-10 September 2011, Trento, Italy; 52 slides [PDF of PPT, 4286KB]

(2011) Josef van Genabith: An overview of multilingual LT research in Europe. META-FORUM 2011: Solutions for multilingual Europe, June 27/28 2011, Hotel Marriott, Budapest, Hungary; 15 slides [PDF of PPT, 2052KB]

(2011) CoSyne, a project on multi-lingual content synchronization with wikis. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.329. [PDF, 46KB]

(2011) Machine translation in ATLAS – applied technology for language aided CMS – project. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.325. [PDF, 127KB]

(2011) MOLTO – multilingual online translation. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.341. [PDF, 106KB]

(2011) MONNET: multilingual ontologies for networked knowledge. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.343. [PDF, 36KB]

(2010) Timothy Baldwin, Jonathan Pool, & Susan M.Colowick: PanLex and LEXTRACT: translating all words of all languages of the world. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Demonstrations volume; pp.37-40. [PDF, 309KB]

(2010) Carmen Banea, Rada Mihalcea, & Janyce Wiebe: Multilingual subjectivity: are more languages better? Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.28-36. [PDF, 128KB]

(2010) Christian Boitet, Huynh Cong Phap, Nguyen Hong Thai, & Valérie Bellynck: The iMAG concept: multilingual access gateway to an elected web sites with incremental quality increase through collaborative post-edition of MT pretranslations. TALN 2010. Proceedings of Traitement Automatique du Langage Naturel, 19-23 juillet 2010. Montréal, Canada. 8pp. [PDF, 1585KB]

(2010) Chen Yuncong & Pascale Fung: Unsupervised synthesis of multilingual Wikipedia articles. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.197-205. [PDF, 1040KB]

(2010) Achille Falaise, David Rouquet, Didier Schwab, Hervé Blanchon, & Christian Boitet: Ontology driven content extraction using interlingual annotation of texts in the OMNIA project. [Coling 2010] Proceedings of the 4th Workshop on Cross Lingual Information Access, Beijing, China, 28 August 2010; pp.52-60. [PDF, 359KB]

(2010) Pamela Forner, Danilo Giampiccolo, Bernardo Magnini, Anselmo Peńas, Álvaro Rodrigo, & Richard Sutcliffe: Evaluating multilingual question answering systems at CLEF. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2774-2781. [PDF, 314KB]

(2010) Najeh Hajlaoui & Christian Boitet: Multilinguization and personalization of NL-based systems. [Coling 2010] Proceedings of the 4th Workshop on Cross Lingual Information Access, Beijing, China, 28 August 2010; pp.79-87. [PDF, 453KB]

(2010) Huang Heyan: Researches on MT and language information processing of CCLIE & BIT. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 37pp. [PDF, 7229KB]

(2010) Mitesh M.Khapra, Saurabh Sohoney, Anup Kulkarni, & Pushpak Bhattacharyya: Value for money: balancing annotation effort, lexicon building and accuracy for multilingual WSD. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.555-563. [PDF, 237KB]

(2010) Jungi Kim, Jin-Ji Li, & Jong-Hyeok Lee: Evaluating multilanguage-comparability of subjectivity analysis systems. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.595-603. [PDF, 459KB]

(2010) Philipp Koehn, Barry Haddow, Philip Williams, & Hieu Hoang: More linguistic annotation for statistical machine translation.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 115-120. [PDF, 101KB]

 (2010) A.Kumaran, Naren Datha, B.Ashok, K.Saravanan, Anil Ande, Ashwani Sharma, Sridhar Vedantham, Vidya Natampally, Vikram Dendi & Sandor Maurice: WikiBABEL: a system for multilingual Wikipedia content. Contribution to workshop of ‘Collaborative translation’ at AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31, 2010; 5pp. [PDF, 316KB]

(2010) Adam Lee, Marissa Passantino, Heng Ji, Guijun Qi, & Thomas Huang: Enhancing multi-lingual information extraction via cross-media inference and fusion.  [PDF, 296KB]

(2010) Gregor Leusch, Aurélien Max, Josep Maria Crego, & Hermann Ney: Multi-pivot translation by system combination. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.299-306. [PDF, 303KB]

(2010) Roberto Navigli & Simone Paolo Ponzetto: BabelNet: building a very large multilingual semantic network. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.216-225. [PDF, 229KB]

 (2010) Aarne Ranta: Multilingual packages of controlled languages: an introduction to GF. CNL2010: 2nd Workshop on Controlled Natural Language, Marettimo Island, Sicily, September 13-15, 2010; 83 slides [PDF of PPT, 1140KB]

(2010) Aarne Ranta, Krasimir Angelov, & Thomas Hallgren: Tools for multilingual grammar-based translation on the web. Proceedings of the ACL 2010 System Demonstrations, Uppsala, Sweden, 13 July 2010; pp.66-71. [PDF, 313KB]

(2010) Manny Rayner, Pierrette Bouillon, Nikos Tsourakis, Johanna Gerlach, Maria Georgescul, Yukie Nakao, & Claudia Baur: A multilingual CALL game based on speech translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1531-1538. [PDF, 573KB]

(2010) Horacio Saggion, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, & Patricia Velázquez-Morales: Multilingual summarization evaluation without human models. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1059-1067. [PDF, 238KB]

(2010) Diana Santos, Luís Miguel Cabral, Corina Forascu, Pamela Forner, Frederic Gey, Katrin Lamm, Thomas Mandl, Petya Osenova, Anselmo Peńas, Álvaro Rodrigo, Julia Schulz, Yvonne Skalban, & Erik Tjong Kim Sang: GikiCLEF: crosscultural issues in multilingual information access. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2346-2353. [PDF, 408KB]

(2010) Josef van Genabith: EuroMatrixPlus – evaluation, localisation, open source. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 24pp. [PDF, 2818KB]

Multi-source translation see Multi-engine systems

Pattern matching methods (see also Example-based methods, Learning and training)

(2015) Chengqing Zong: Improving SMT by model filtering and phrase embedding. Keynote at: [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp. xv-xvi. [PDF, 229KB]

(2013) Ahmed Hamdi, Rahma Boujelbane, Nizar Habash, & Alexis Nasr: The effects of factorizing root and pattern mapping in translating between Tunisian Arabic and standard Arabic. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.125-134. [PDF, 672KB]

(2013) George Tambouratzis, Marina Vassiliou, & Sokratis Sofianopoulos: A review of the PRESEMT project. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.437. [PDF, 191KB]

(2013) Chao Zhang, Shiqi Zhao, & Haifeng Wang: Bootstrapping large-scale named entities using URL-text hybrid patterns. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.293-301. [PDF, 249KB]

(2012) Jin’ichi Murakami, Takuya Nishimura, & Masato Tokuhisa: Two stage machine translation system using pattern-based MT and phrase-based SMT. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.31-40. [PDF, 703KB]

(2012) Johannes Leveling, Debasis Ganguly, Sandipan Dandapat, & Gareth J.F.Jones: Approximate sentence retrieval for scalable and efficient example-based machine translation. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.1571-1586. [PDF, 291KB]

(2012) George Tambouratzis, Sokratis Sofianopoulos, & Marina Vassiliou: Evaluating the translation accuracy of a novel language-independent MT methodology. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2569-2583. [PDF, 340KB]

(2012) George Tambouratzis, Marina Vassiliou, & Sokratis Sofianopoulos: PRESEMT: pattern recognition-based statistically enhanced MT. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.65-68. [PDF, 170KB]

(2011) Han-Bin Chen, Hen-Hsen Huang, Jengwei Tjiu, Ching-Ting Tan, & Hsin-His Chen: Identification and translation of significant patterns for cross-domain SMT applications. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.277-284. [PDF, 137KB]

(2011) Kevin Gimpel & Noah A.Smith: Generative models of monolingual and bilingual gappy patterns. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.512-522. [PDF, 379KB]

(2011) Marco Turchi, Vanni Zavarella, & Hristo Tanev: Pattern learning for event extraction using monolingual statistical machine translation. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.371-377. [PDF, 148KB]

(2011) PRESEMT: pattern recognition-based statistically enhanced MT. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.353. [PDF, 98KB]

(2010) Dmitry Davidov & Ari Rappoport: Automated translation of semantic relationships. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.241-249. [PDF, 196KB]

(2010) Jie Jiang, Jinhua Du, & Andy Way: Source-side syntactic reordering patterns with functional words for improved phrase-based SMT. SSST-4: Proceedings of Fourth Workshop on Syntax and Structure in Statistical Translation, ed. Dekai Wu. COLING 2010/SIGMT Workshop, 23rd International Conference on Computational Linguistics, Beijing, China, 28 August 2010; pp.19-27. [PDF, 208KB]

(2010) Lieve Macken & Walter Daelemans: A chunk-driven bootstrapping approach to extracting translation patterns [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 59KB]

(2010) Philipp Koehn & Jean Senellart: Fast approximate string matching with suffix arrays and A* parsing. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 178KB]

(2010) Jin’ichi Murakami, Takuya Nishimura & Masato Tokuhisa: Statistical pattern-based machine translation with statistical French-English machine translation.  Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.175-182. [PDF, 832KB]

Phrase-based MT see Statistical MT

Pivot language methods and systems (see also Interlingua methods)

(2015) Ahmed El Kholy & Nizar Habash: Morphological constraints for phrase pivot statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.104-116. [PDF, 601KB]

(2014) Judit Ács: Pivot-based multilingual dictionary building using Wiktionary.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1938-1942. [PDF, 81KB]

(2014) Marianna Apidianaki, Emilia Verzeni, & Diana McCarthy: Semantic clustering of pivot paraphrases. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.4270-4275. [PDF, 243KB]

(2014) Rohit Dholakia & Anoop Sarkar: Pivot-based triangulation for low-resource languages. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; pp.315-328. [PDF, 580KB]

(2014) Nadir Durrani & Philipp Koehn: Improving machine translation via triangulation and transliteration. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.71-78. [PDF, 452KB]

(2014) Ahmed El Kholy & Nizar Habash: Alignment symmetrization optimization targeting phrase pivot statistical machine translation. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.63-70. [PDF, 478KB]

(2014) Bushra Jawaid & Ondřej Bojar: Two-step machine translation with lattices. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.682-686. [PDF, 71KB]

(2014) Raphael Rubino, Antonio Toral, Nikola Ljubešić, & Gema Ramírez-Sánchez: Quality estimation for synthetic parallel data generation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1843-1849. [PDF, 248KB]

(2013) Wilker Aziz & Lucia Specia: Multilingual WSD-like constraints for paraphrase extraction. Proceedings of the Seventeenth Conference on Computational Natural Language Learning, Sofia, Bulgaria, 8-9 August 2013; pp.202-211. [PDF, 248KB]

(2013) Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, & Hassan Sawaf: Language independent connectivity strength features for phrasal pivot statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.412-418. [PDF, 200KB]; revised version.

(2013) Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, & Hassan Sawaf: Selective combination of pivot and direct statistical machine translation models. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1174-1180. [PDF, 123KB]

(2013) Hong-Seok Kwon, Hyeong-Won Seo, & Jae-Hoon Kim: Bilingual lexicon extraction via pivot language and word alignment tool.  Proceedings of the 6th Workshop on Building and Using Comparable Corpora, Sofia, Bulgaria, August 8, 2013; pp.11-15. [PDF, 666KB]

(2013) Vivi Nastase & Carlo Strapparava: Bridging languages through etymology: the case of cross language text categorization.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.651-659. [PDF, 229KB]

(2013) Majid Razmara & Anoop Sarkar: Ensemble triangulation for statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.252-260. [PDF, 240KB]

(2013) Wael Salloum & Nizar Habash: Dialectal Arabic to English machine translation: pivoting through Modern Standard Arabic. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.348-358. [PDF, 158KB]

(2013) Jörg Tiedemann & Preslav Nakov: Analyzing the use of character-level translation with sparse and noisy datasets. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.676-684. [PDF, 133KB]

(2013) Samira Tofighi Zahabi, Somayeh Bakhshaei, & Shahram Khadivi: Using context vectors in improving a machine translation system with bridge language.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.318-322. [PDF, 193KB]

(2013) Takashi Tsunakawa, Yosuke Yamamoto, & Hiroyuki Kaji: Improving calculation of contextual similarity for constructing a bilingual dictionary via a third language. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1057-1061. [PDF, 689KB]

(2013) Xiaoning Zhu, Zhongjun He, Hua Wu, Haifeng Wang, Conghui Zhu, & Tiejun Zhao: Improving pivot-based statistical machine translation using random walk. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.524-534. [PDF, 291KB]

(2012) Christian Buck, Daniel Zeman, & Eva Hasler: Multiple reference translations for European languages. Machine Translation Marathon 2012 September 3-8, Edinburgh, UK; 12 slides [PDF of PPT, 83KB]

(2012) Matthias Huck & Hermann Ney: Pivot lightly-supervised training for statistical machine translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 158KB]

(2012) Takanori Kusumoto & Tomoyosi Akiba: Statistical machine translation without a source-side parallel corpus using word lattice and phrase extension.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3929-3932. [PDF, 352KB]

(2012) Xabier Saralegi, Iker Manterola, & Ińaki San Vicente: Building a Basque-Chinese dictionary by using English as pivot.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.1443-1447. [PDF, 641KB]

(2012) Hong Sun & Ming Zhou: Joint learning of a dual SMT system for paraphrase generation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.38-42. [PDF, 121KB]

(2012) Jörg Tiedemann: Character-based pivot translation for under-resourced languages and domains. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.141-151. [PDF, 254KB]

(2012) Antonio Toral: Pivot-based machine translation between statistical and black box systems. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.321-328. [PDF, 187KB]

(2011) Mauro Cettolo, Nicola Bertoldi, & Marcello Federico: Bootstrapping Arabic-Italian SMT through comparable texts and pivot translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.249-256. [PDF, 354KB]; presentation, 12 slides [PDF]

(2011) Marta R.Costa-jussŕ, Carlos Henríquez, & Rafael E.Banchs: Enhancing scarce-resource language translation through pivot combinations. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1361-1365. [PDF, 153KB]

(2011) Michael Paul, Andrew Finch, Paul R.Dixon, & Eiichiro Sumita: Dialect translation: integrating Bayesian co-segmentation models with pivot-based SMT. [EM NLP 2011] DIALECTS2011: Proceedings of the First Workshop on Algorithms and Resources for Modelling of Dialects and Language Varieties, Edinburgh, Scotland, UK, July 31, 2011; pp.1-9. [PDF, 210KB]

(2011) Michael Paul & Eiichiro Sumita: Translation quality indicators for pivot-based statistical MT. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.811-818. [PDF, 938KB]

(2011) Benjamin K.Tsou & Bin Lu: Machine translation between uncommon language pairs via a third common language: the case of patents. Translating and the Computer 33, 17-18 November 2011, London; 13pp. [PDF, 185KB]

(2011) Jia Xu & Weiwei Sun: Generating virtual parallel corpus: a compatibility centric method. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.406-413. [PDF, 859KB]

(2011) Min Zhang, Xiangyu Duan, Ming Liu, Yunqing Xia, & Haizhou Li: Joint alignment and artificial data generation: an empirical study of pivot-based machine transliteration. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1207-1215. [PDF, 319KB]

(2010) Mossab Al-Hunaity, Bente Maegaard, & Dorte Hansen: Using English as a pivot language to enhance Danish-Arabic statistical machine translation. LREC 2010: Workshop on Language Resources and Human Language Technology for Semitic Languages, Valletta, Malta, 17 May 2010; pp. 108-113. [PDF, 768KB]

(2010) Manoj K.Chinnakotla, Karthik Raman, & Pushpak Bhattacharyya: Multilingual pseudo-relevance feedback: performance study of assisting languages. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.1346-1356. [PDF, 1175KB]

(2010) Josep Maria Crego, Aurélien Max, & François Yvon: Local lexical adaptation in machine translation through triangulation: SMT helping SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.232-240. [PDF, 197KB]

(2010) Do Thi Ngoc Diep, Laurent Besacier, & Eric Castelli: Improved Vietnamese-French parallel corpus mining using English language. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.235-242. [PDF, 1182KB]

(2010) Mitesh M.Khapra, A.Kumaran, & Pushpak Bhattacharyya: Everbody loves a rich cousin: an empirical study of transliteration through bridge languages.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.420-428. [PDF, 157KB]

(2010) Gregor Leusch, Aurélien Max, Josep Maria Crego, & Hermann Ney: Multi-pivot translation by system combination. Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France; pp.299-306. [PDF, 303KB]

(2010) Wen Li, Lei Chen, Wudaba, & Miao Li: Chained machine translation using morphemes as pivot language. [Coling 2010] Proceedings of the 8th Workshop on Asian Language Resources, Beijing, China, 21-22 August 2010; pp.169-177. [PDF, 170KB]

(2010) Min Zhang, Xiangyu Duan, Vladimir Pervouchine, & Haizhou Li: Machine transliteration: leveraging on third languages. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1444-1452. [PDF, 259KB]

(2010) Shiqi Zhao, Haifeng Wang, Xiang Lan, & Ting Liu: Leveraging multiple MT engines for paraphrase generation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1326-1334. [PDF, 597KB]

Proposed systems

 (2012) Markus Foti: MT@EC: working with translators. [Aslib 2012] Translating and the Computer 34, 29-30 November 2012, One Birdcage Walk, London, UK; 3pp. [PDF, 95KB], presentation: 23 slides [PDF, 588KB]

Rule-based systems (see also Interlingua MT, Transfer-based MT)

(2014) A.Barreiro, J.Monti, B.Orliac, S. Preuß, K.Arrieta, W.Ling, F.Batista & I.Trancoso: Linguistic evaluation of support verb constructions by OpenLogos and Google Translate. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.35-40. [PDF, 131KB]

(2014) Irina Burukina: Translating implicit elements in RBMT. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.182-193. [PDF, 209KB]

(2014) Grégoire Détrez, Víctor M.Sánchez-Cartagena, & Aarne Ranta: Sharing resources between free/open-source rule-based machine translation systems: Grammatical Framework and Apertium. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.4394-4400. [PDF, 146KB]

(2014) Nicolas Pécheux, AlexandreAllauzen, & Francçois Yvon: Rule-based reordering space in statistical machine translation.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1800-1806. [PDF, 607]

(2014) Victoria Porro, Johanna Gerlach, Pierrette Bouillon, & Violeta Seretan: Rule-based automatic post-processing of SMT output to reduce human post-editing effort. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.66-76. [PDF, 447KB]

(2014) Raphael Rubino, Antonio Toral, Victor M.Sánchez-Cartagena, Jorge Ferrández-Tordera, Sergio Ortiz-Rojas, Gema Ramírez-Sánchez, Felipe Sánchez-Martínez, & Andy Way: Abu-MaTran at WMT 2014 translation task: two step data selection and RBMT-style synthetic rules. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.171-177. [PDF, 313KB]

(2014) Victor M.Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, & Felipe Sánchez-Martínez: The UA-Promsit hybrid machine translation system for the 2014 Workshop on Statistical Machine Translation. [WMT 2014] Proceedings of the Ninth Workshop on Statistical Machine Translation, Baltimore, Maryland USA, June 26-27, 2014; pp.178-185. [PDF, 333KB]

(2014) Maryam Siahbani & Anoop Sarkar: Expressive hierarchical rule extraction for left-to-right translation. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; pp.1-14. [PDF, 814KB]

(2014) Marion Wittkowsky: Integrating machine translation (MT) in the higher education of translators and technical writers. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.100-108. [PDF, 158KB]

(2013) Anabela Barreiro, Johanna Monti, Brigitte Orliac, & Fernando Batista: When multiwords go bad in machine translation. [MT Summit XIV] Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, September 3, 2013; pp.26-33. [PDF, 219KB]

(2013) Ondřej Bojar, Rudolf Rosa & Aleš Tamchyna: Chimera – three heads for English-to-Czech translation.  WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria; pp.92-98. [PDF, 175KB]

(2013) Pierrette Bouillon, Johanna Gerlach, Ulrich Germann, Barry Haddow & Manny Rayner: Two approaches to correcting homophone confusion in a hybrid machine translation system. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.109-116. [PDF, 298KB]

(2013) Sigrun Gehrig: IBM Germany using RMT. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.399. [PDF, 166KB]

(2013) Horst Liebscher & Thomas Senf: Streamlining terminology management in an RBMT context. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.391-396. [PDF, 483KB]

(2013) Annette Rios & Anne Göhring: Machine learning disambiguation of Quechua verb morphology. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.13-18. [PDF, 226KB]

(2013) Akiko Sakamoto, Kazuhiko Abe, Kazuo Sumita & Satoshi Kamatani: Evaluation of a simultaneous interpretation system and analysis of speech log for user experience assessment. [IWSLT 2013] Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013; 8pp. [PDF, 691KB]

(2013) Svetlana Sheremetyeva: On integrating hybrid and rule-based components for patent MT with several levels of output. [MT Summit XIV] Proceedings of the 5th Workshop on Patent Translation, Nice, September 2, 2013; pp.8-15. [PDF, 1061KB]

(2013) Mei Tu, Yu Zhou, & Chengqing Zong: A novel translation framework based on rhetorical structure theory.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.370-374. [PDF, 610KB]

(2013) Zhiyang Wang, Yajuan Lü, Meng Sun, & Qun Liu: Stem translation with affix-based rule selection for agglutinative languages. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.364-369. [PDF, 667KB]

(2013) Petra Wolf & Ulrike Bernardi: Hybrid domain adaptation for a rule based MT system. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.321-328. [PDF, 415KB]

(2012) Hanna Béchara, Raphaël Rubino, Yifan He, Yanjun Ma, & Josef van Genabith: An evaluation of statistical post-editing systems applied to RBMT and SMT systems. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.215-230. [PDF, 243KB]

(2012) Vincent Berment & Christian Boitet: Heloise – an ARIANE-G5 compatible environment for developing expert MT systems online. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp.9-16. [PDF, 189KB]

(2012) John J.Camilleri: An IDE for the Grammatical Framework. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.1-11. [PDF, 752KB]

(2012) Catherine Dove, Olga Loskutova, & Ruben de la Fuente: What’s your pick: RbMT, SMT or hybrid? AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 3pp. [PDF, 86KB]

(2012) Kurt Eberle, Bogdan Babych, Johanna Geiß, Mireia Ginestí-Rosell, Anthony Hartley, Reinhard Rapp, Serge Sharoff, & Martin Thomas: Design of a hybrid high quality machine translation system. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.101-112. [PDF, 381KB]

(2012) Christian Federmann: Can machine learning algorithms improve phrase selection in hybrid machine translation?  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.113-118. [PDF, 200KB]

(2012) Michael Gasser: Toward a rule-based system for English-Amharic translation. [SALTMIL 2012] Workshop on Language Technology for Normalisation of Less-Resourced Languages, 22 May 2012, Istanbul, Turkey; pp.41-46. [PDF, 319KB]

(2012) Raymond Hendy Susanto, Septina Dian Larasati, & Francis M.Tyers: Rule-based machine translation between Indonesian and Malaysian. COLING 2012: Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language processing (SANLP), Mumbai, December 2012; pp.191-199. [PDF, 178KB]

(2012) Andreas Kirkedal: Tree-based hybrid machine translation.  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.77-86. [PDF, 260KB]

(2012) Alexander Molchanov: PROMT DeepHybrid system for WMT12 shared translation task. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.345-348. [PDF, 88KB]

(2012) Kristen Parton, Nizar Habash, Kathleen McKeown, Gonzalo Iglesias, & Adriŕ de Gispert: Can automatic post-editing make MT more meaningful? EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.111-118. [PDF, 155KB]

(2012) Hrvoje Peradin & Francis Tyers: A rule-based machine translation system from Serbo-Croatian to Macedonian. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.55-63. [PDF, 431KB]

(2012) V.M.Sánchez-Cartagena, M.Esplŕ-Gomis, F.Sánchez-Martínez, & J.A.Pérez-Ortiz: Choosing the correct paradigm for unknown words in rule-based machine translation systems.  In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.27-39. [PDF, 502KB]

(2012) V.M.Sánchez-Cartagena, F.Sánchez-Martínez, & J.A.Pérez-Ortiz: An open-source toolkit for integrating shallow-transfer rules into phrase-based statistical machine translation. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.41-54. [PDF, 620KB]

(2012) Víctor M.Sánchez-Cartagena, Miquel Esplŕ-Gomis, & Juan Antonio Pérez-Ortiz: Source-language dictionaries help non-expert users to enlarge target-language dictionaries for machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3422-3429. [PDF, 416KB]

(2012) Mei Tu, Yu Zhou & Chengqing Zong: A universal approach to translating numerical and time expressions. IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012; pp.209-216. [PDF, 756KB]

(2012) Trond Trosterud & Kevin Brubeck Unhammer: Evaluating North Sámi to Norwegian assimilation RBMT. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.13-26. [PDF, 570KB]

(2012) Francis M.Tyers, Felipe Sánchez-Martínez, & Mikel L.Forcada: Flexible finite-state lexical selection for rule-based machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.213-220. [PDF, 211KB]

(2012) Justina Valotkaite & Munshi Asadullah: Error detection for post-editing rule-based machine translation. AMTA-2012: Workshop on post-editing technology and practice. Proceedings, San Diego, October 28, 2012; 9pp. [PDF, 117KB]

(2012) Špela Vintar, Darja Fišer, & Aljoša Vrščaj: Were the clocks striking or surprising? Using WSD to improve MT performance. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.87-92. [PDF, 283KB]

(2011) Vera Aleksić & Gregor Thurmair: Personal Translator at WMT 2011 – a rule-based MT system with hybrid components. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.303-308. [PDF, 211KB]

(2011) Martha Dís Brandt, Hrafn Loftsson, Hlynur Sigurţórsson, & Francis M.Tyers: Apertium-IceNLP: a rule-based Icelandic to English machine translation system. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.217-224. [PDF, 332KB]; presentation, 29 slides [PDF]

(2011) Cristina Espańa-Bonet, Lluís Mŕrquez, Gorka Labaka, Arantza Díaz de Ilarraza, & Kepa Sarasola: Hybrid machine translation guided by a rule-based system. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.554-561. [PDF, 268KB]

(2011) Miquel Esplŕ-Gomis, Victor M.Sánchez-Cartagena, & Juan Antonio Pérez-Ortiz: Enlarging monolingual dictionaries for machine translation with active learning and non-expert users. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.339-346. [PDF, 148KB]

(2011) Miquel Esplŕ-Gomis, Víctor M.Sánchez-Cartegna & Juan Antonio Pérez-Ortiz: Multimodal building of monolingual dictionaries for machine translation by non-expert users. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.147-154. [PDF, 163KB]

(2011) Christian Federmann, Sabine Hunsicker, Yu Chen, & Rui Wang: DFKI system combination using syntactic information at ML4HMT-2011. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.104-109. [PDF, 294KB]

(2011) Christian Federmann & Sabine Hunsicker: Stochastic parse tree selection for an existing RBMT system. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.351-357. [PDF, 112KB]

(2011) Monica Gavrila & Natalia Elita: Experiments with small-sized corpora in CBMT. [RANLP 2011] Proceedings of the Student Research Workshop associated with RANLP 2011, Hissar, Bulgaria, 13 September 2011; pp.67-72. [PDF, 113KB]

(2011) Chooi-Ling Goh, Takashi Onishi, & Eiichiro Sumita: Rule-based reordering constraints for phrase-based SMT. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.113-120. [PDF, 446KB]

(2011) Vishal Goyal & Gurpreet Singh Lehal: Hindi to Punjabi machine translation system. Machine Translation and Morphologically- rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 23-27 January, 2011; 2pp. [PDF, 217KB]

(2011) Vishal Goyal & Gurpreet Singh Lehal: Hindi to Punjabi machine translation system. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, Portland, Oregon, June 19-24, 2011; pp.1-6. [PDF, 247KB]

 (2011) Petter Haugereid & Francis Bond: Extracting transfer rules for multiword expressions from parallel corpora. Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World (MWE 2011), Portland, Oregon, USA, 23 June 2011; pp.92-100. [PDF, 228KB]

 (2011) Gorka Labaka, Arantza Díaz de Ilarraza, Cristina Espańa-Bonet, Kepa Sarsola, & Lluís Mŕrquez: Deep evaluation of hybrid architectures: simple metrics correlated with human judgments. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.50-57. [PDF, 313KB]

 (2011) Xianhua Li, Yajuan Lü, Yao Meng, Qun Liu, & Hao Yu: Feedback selecting of manually acquired rules using automatic evaluation. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.52-59. [PDF, 185KB]

(2011) Luís Marujo, Nuno Grazina, Tiago Luís, Wang Ling, Luísa Coheur, & Isabel Trancoso: BP2EP – adaptation of Brazilian Portuguese texts to European Portuguese. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.129-136. [PDF, 352KB]

(2011) Seiji Okura, Yuji Yamamoto, Hajime Ito, Michael Kato, Miwako Shimazu, & Francis Bond: UTX 1.11, a simple and open user dictionary/terminology standard, and its effectiveness with multiple MT systems. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.587-594. [PDF, 95KB]

(2011) Pim Otte & Francis M.Tyers: Rapid rule-based machine translation between Dutch and Afrikaans. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.153-160. [PDF, 317KB]

(2011) Aarne Ranta: MOLTO: multilingual on-line translation. Invited talk at: Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; p.1. [PDF, 12KB]

(2011) Víctor M.Sánchez-Cartagena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortíz: Integrating shallow-transfer rules into phrase-based statistical machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.562-569. [PDF, 106KB]

(2011) Yu-Chun Wang & Richard Tzong-Han Tsai: English-Korean named entity transliteration using statistical substring-based and rule-based approaches. [IJCNLP 2011] Proceedings of the 2011 Named Entities Workshop, Chiang Mai, Thailand, November 12, 2011; pp.32-35. [PDF, 237KB]

(2011) Fai Wong, Francisco Oliveira, Sam Chao, & Chi-Wai Tang: Handheld machine translation system based on constraint synchronous grammar. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.439-446. [PDF, 158KB]

 (2011) Jia Xu, Hans Uszkoreit, Casey Kennington, David Vilar, & Xiaojun Zhang: DFKI hybrid machine translation system for WMT 2011 – on the integration of SMT and RBMT. [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011; pp.485-489. [PDF, 92KB]

(2010) Yu Chen & Andreas Eisele: Hierarchical hybrid translation between English and German . EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 570KB]; presentation: 18 slides [PDF, 1652KB]

(2010) Yu Chen & Andreas Eisele: Integrating a rule-based with a hierarchical translation system. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1746-1752. [PDF, 327KB]

(2010) Marta R.Costa-jussŕ, Mireia Farrús, José B.Marińo, & José A.R.Fonollosa: Automatic and human evaluation study of a rule-based and a statistical Catalan-Spanish machine translation systems. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1706-1711. [PDF, 335KB]

(2010) Julia Epiphantseva: PROMT: flexible and efficient management of translation quality. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 27pp. [PDF, 689KB]

(2010) Christian Federmann, Andreas Eisele, Hans Uszkoreit, Yu Chen, Sabine Hunsicker, & Jia Xu: Further experiments with shallow hybrid MT systems.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 77-81. [PDF, 118KB]

(2010) Mikel L.Forcada: Apertium: free/open-source rule-based machine translation. Presentation at Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 29 January, Dublin, Ireland; 38 slides. [PDF of PPT, 152KB]

 (2010) Francisco Oliveira, Fai Wong, & Iok-Sai Hong: Systematic processing of long sentences in rule based Portuguese-Chinese machine translation [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 58KB]

(2010) Sergio Penkale, Rejwanul Haque, Sandipan Dandapat, Pratyush Banerjee, Ankit K.Srivastava, Jinhua Du, Pavel Pecina, Sudip Kumar Naskar, Mikel L.Forcada, & Andy Way: MaTrEx: the DCU MT system for WMT 2010.  ACL 2010: Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp. 143-148. [PDF, 535KB]

(2010) Aarne Ranta, Krasimir Angelov, & Thomas Hallgren: Tools for multilingual grammar-based translation on the web. Proceedings of the ACL 2010 System Demonstrations, Uppsala, Sweden, 13 July 2010; pp.66-71. [PDF, 313KB]

(2010) Víctor M.Sánchez-Cartagena & Juan Antonio Pérez-Ortiz: Tradubi: open-source social translation for the Apertium machine translation platform. Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 25-30 January, Dublin, Ireland; Prague Bulletin of Mathematical Linguistics, no.93, January 2010; pp.47-56. [PDF, 223KB]

(2010) Francis M.Tyers: Rule-based Breton to French machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 553KB]

(2010) Francis M.Tyers, Felipe Sánchez-Martínez, Sergio Ortiz-Rojas, & Mikel L.Forcada: Free/open-source resources in the Apertium platform for machine translation research and development. Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 25-30 January, Dublin, Ireland; Prague Bulletin of Mathematical Linguistics, no.93, January 2010; pp.67-76. [PDF, 116KB]

Speech-to-speech translation see Spoken language translation

Spoken language translation

(2015) [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam

(2015) Eunah Cho, Jan Niehues, Kevin Kilgour, & Alex Waibel: Punctuation insertion for real-time spoken language translation. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.173-179. [PDF, 2.5MB]

(2015) Quoc Truong Do, Sakriani Sakti, Graham Neubig, Tomoki Toda, & Satoshi Nakamura: Improving translation of emphasis with pause prediction in speech-to-speech translation systems. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.204-208. [PDF, 1.7MB]

(2015) Rohit Kumar, Sanjika Hewavitharana, Nina Zinovieva, Matthew E.Roy, & Edward Pattison-Gordon: Error-tolerant speech-to-speech translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.229-239. [PDF, 1.2MB]

(2015) William Lewis: Skype Translator: breaking down language and hearing barriers. A behind the scenes look at near real-time speech translation. Proceedings of the 37th Conference Translating and the Computer, London, November 26-27, 2015; pp. 58-65. [PDF, 758KB]

(2015) Mark Seligman & Mike Dillinger: Adjusting interaction levels in a speech translation system for healthcare. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.2: MT Users’ Track; pp.199-218. [PDF of PPT, 2.1MB]

(2015) Mark Seligman & Mike Dillinger: Evaluation and revision of a speech translation system for healthcare. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.209-216. [PDF, 3.1MB]

(2015) Hassan Shavarani, Maryam Siahbani, Ramtin Mehdizadeh Seraj, & Anoop Sarkar:  Learning segmentations that balance latency versus quality in spoken language translation. [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam; pp.217-224. [PDF, 3.5MB]

(2014) Nicholas Ruiz & Marcello Federico: Complexity of spoken versus written language for machine translation. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.173-180. [PDF, 479KB]

(2014) Mark Seligman, Mike Dillinger: Behind the scenes in an interactive speech translation system. AMTA 2014: proceedings of the eleventh conference of the Association for Machine Translation in the Americas, Vancouver, BC, October 22-26; Workshop on Interactive and Adaptive Machine Translation; pp.42-50. [PDF, 824KB]

(2014) Hiroaki Shimizu, Graham Neubig, Sakriani Sakti, Tomoki Toda, & Satoshi Nakamura: Collection of a simultaneous translation corpus for comparative analysis.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.670-673. [PDF, 70KB]

(2013) Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013.

(2013) Sankaranarayanan Ananthakrishnan, Sanjika Hewavitharana, Rohit Kumar, Enoch Kan, Rohit Prasad, & Prem Natarjan: Semi-supervised word sense disambiguation for mixed-initiative conversational spoken language translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp. 43-50. [PDF, 536KB]

(2013) Sanjika Hewavitharana, Dennis N.Mehay, Sankaranarayanan Ananthakrishnan, & Prem Natarajan: Incremental topic-based translation model adaptation for conversational spoken language translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.697-701. [PDF, 279KB]

(2013) Vivek Kumar Rangarajan Sridhar, John Chen, Srinivas Bangalore, Andre Ljolje, & Rathinavelu Chengalvarayan: Segmentation strategies for streaming speech translation. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.230-238. [PDF, 186KB]

(2013) Mahsa Yarmohammadi, Vivek K.Rangarajan Sridhar, Srinivas Bangalore, & Baskaran Sankaran: Incremental segmentation and decoding strategies for simultaneous translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1032-1036. [PDF, 192KB]

(2013) Bridges across the language divide – EU-BRIDGE. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.415. [PDF,  293KB]

(2012) see Proceedings: IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012

(2012) Zeeshan Ahmed, Jie Jiang, Julie Carson-Berndsen, Peter Cahill, & Andy Way: Hierarchical phrase-based MT for phonetic representation-based speech translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 246KB]

(2012) Michael J.Beaulieu: U.S.Army machine foreign language translation system (MFLTS). AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; abstract, 1p. [PDF, 75KB]; presentation, 10 slides. [PDF of PPT, 1081KB]

(2012) Marcello Federico, Sebastian Stüker, Luisa Bentivogli, Michael Paul, Mauro Cettolo, Teresa Herrmann, Jan Niehues, & Giovanni Moretti: The IWSLT 2011 evaluation campaign on automatic talk translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3543-3540. [PDF, 411KB]

(2012) Jan Niehues & Alex Waibel: Detailed analysis of different strategies for phrase table adaptation in SMT. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF,

(2012) Alicia Pérez, M.Inés Torres, & Francisco Casacuberta: Finite-state acoustic and translation model composition in statistical speech translation: empirical assessment. Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing, Donostia-San Sebastián, July 23-25, 2012; pp.99-107. [PDF, 211KB]

(2012) Mark Seligman & Mike Dillinger: Spoken language translation: three business opportunities. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 6pp. [PDF, 56KB]

(2012) Sebastian Stüker, Florian Kraft, Christian Mohr, Teresa Herrmann, Eunah Cho, & Alex Waibel: The KIT lecture corpus for speech translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3409-3414. [PDF, 1105KB]

(2012) Mei Yang & Katrin Kirchhoff: Unsupervised  translation disambiguation for cross-domain statistical machine translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 424KB]

(2012) Bridges across the language divide – EU-BRIDGE. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.93. [PDF, 177KB]

(2011) Proceedings of IWSLT 2011: Proceedings of the International Workshop on Spoken Language Translation, San Francisco, December 8-9, 2011, ed. Marcello Federico, Mei-Yuh Hwang, Margit Rödder, Sebastian Stüker.

(2011) Hala Almaghout, Jie Jiang, & Andy Way: CCG contextual labels in hierarchical phrase-based SMT. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.281-288. [PDF, 317KB]; presentation, 25 slides [PDF, 964KB]

(2011) Dimitra Anastasiou: Survey on speech, machine translation and gestures in ambient assisted living. Tralogy, Paris, 3-4 March 2011; pp. [PDF, 185KB]

(2011) Jie Jiang, Zeeshan Ahmed, Julie Carson-Berndsen, Peter Cahill, & Andy Way: Phonetic representation-based speech translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.81-88. [PDF, 320KB]

(2011) Paul Maergner, Ian Lane, & Alex Waibel: Unsupervised vocabulary selection for domain-independent simultaneous lecture translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.89-96. [PDF, 926KB]

(2011) Alicia Pérez, M.Inés Torres, & Francisco Casacuberta: Steps taken in Spanish-Basque speech translation using stochastic finite-state transducers. Machine Translation and Morphologically- rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 23-27 January, 2011; 2pp. [PDF, 90KB]

(2011) Sylvain Raybaud, David Langlois, & Kamel Smaďli: Broadcast news speech-to-text translation experiments. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.378-381. [PDF, 64KB]

(2011) Manny Rayner, Paula Estrella, & Pierrette Bouillon: Bootstrapping a statistical speech translator from a rule-based one. Proceedings of the Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; pp.21-28. [PDF, 199KB]

 (2011) Avneesh Saluja, Ian Lane, & Ying Zhang: Context-aware language modeling for conversational speech translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.97-104. [PDF, 177KB]

(2011) Mark Seligman & Mike Dillinger: Real-time multi-media translation for healthcare: a usability study. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.595-602. [PDF, 574KB]

 (2011) Marianne Starlander & Paula Estrella: Looking for the best evaluation method for interlingua-based spoken language translation in the medical domain. Proceedings of the 8th international NLPSC workshop. Special theme: Human-machine interaction in translation, Copenhagen Business School, 20-21 August 2011; ed.Bernadette Sharp, Michael Zock, Michael Carl, Arnt Lykke Jakobsen (Copenhagen Studies in Language 41), Frederiksberg: Samfundslitteratur, 2011; pp.81-92. [PDF, 905KB]

(2010) Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France

 (2010) Raquel Justo, Alicia Pérez, M.Inés Torres, & Francisco Casacuberta: Hierarchical finite-state models for speech translation using categorization of phrases [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 57KB]

(2010) Mikko Kurimo, William Byrne, John Dines, Philip N.Garner, Matthew Gibson, Yong Guan, Teemu Hirsimäki, Reima Karhila, Simon King, Hui Liang, Keiichiro Oura, Lakshmi Saheer, Matt Shannon, Sayaka Shiota, Jilei Tian, Keiichi Tokuda, Mirjam Wester, Yi-Jian Wu, & Junichi Yamagishi: Personalising speech-to-speech translation in the EMIME project. Proceedings of the ACL 2010 System Demonstrations, Uppsala, Sweden, 13 July 2010; pp.48-53. [PDF, 679KB]

(2010) Masaki Murata, Tomohiro Ohno, Shigeki Matsubara, & Yasuyoshi Inagaki: Construction of chunk-aligned bilingual lecture corpus for simultaneous machine translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1765-1770. [PDF, 398KB]

(2010) Alicia Pérez, M.Inés Torres, & Francisco Casacuberta: Potential scope of a fully-integrated architecture for speech translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 448KB]

(2010) Manny Rayner, Pierrette Bouillon, Nikos Tsourakis, Johanna Gerlach, Maria Georgescul, Yukie Nakao, & Claudia Baur: A multilingual CALL game based on speech translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1531-1538. [PDF, 573KB]

 (2010) J.Tomás, A.Canovas, J.Lloret, M.García Pineda, & J.L.Abad: Speech translation in pedagogical environment using additional sources of knowledge.  LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1521-1524. [PDF, 442KB]

(2010) Alex Waibel: Preliminary findings of the “Interactive systems” vision group. META-FORUM 2010: Challenges for multilingual Europe, November 17/18 2010, Brussels, Belgium; 15 slides [PDF of PPT, 1059KB]

Statistical MT

(2015) [IWSLT 2015] Proceedings of the International Workshop on Spoken Language Translation, December 3-4, 2015, Da Nang, Vietnam

(2015) Fatemeh Azadi & Shahram Khadivi: Improved search strategy for interactive predictions in computer-assisted translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.319-332. [PDF, 957KB]  

(2015) Jinhua Du, Ankit Srivastava, Andy Way, Alfredo Maldonado-Guerra, & David Lewis: An empirical study of segment prioritization for incrementally retrained post-editing-based SMT. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.172-185. [PDF, 788KB] 

(2015) Jinhua Du, Andy Way, Zhengwei Qiu, Asanka Wasala, & Reinhard Schaler: Domain adaptation for social localisation-based SMT: a case study using the Trommons platform. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: Fourth Workshop on Post-editing Technology and Practice (WPTP 4); p.57-65. [PDF, 450KB]

(2015) Nadir Durrani, Hassan Sajjad, Shafiq Joty, Ahmed Abdelali, & Stephan Vogel: Using joint models or domain adaptation in statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.117-130. [PDF, 637KB]

(2015) Ahmed El Kholy & Nizar Habash: Morphological constraints for phrase pivot statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.104-116. [PDF, 601KB]

(2015) Masaru Fuji, Atsushi Fujita, Masao Utiyama, Eiichiro Sumita, & Yuji Matsumoto: Patent claim translation based on sublanguage-specific sentence structure. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.1-16. [PDF, 700KB]

(2015) Isao Goto, Hideki Tanaka, & Tadashi Kumano: Japanese news simplification: tak design, data set construction, and analysis of simplified text. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.17-31. [PDF, 569KB]

(2015) Matthias Huck, Alexandra Birch, & Barry Haddow: Mixed domain vs. multi-domain statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.240-255. [PDF, 578KB]

(2015) Quinn Lam: Solving specific content challenges with flexible machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.2: MT Users’ Track; pp.32-64. [PDF of PPT, 1534KB] 

(2015) Peyman Passban, Chris Hokamp, & Qun Li: Bilingual distributed phrase representations for statistical machin translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.310-318. [PDF, 560KB]

(2015) John Richardson, Toshiaki Nakazawa, & Sadao Kurohashi: Enhancing function word translation with syntax-based statistical post-editing. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: Sixth Workshop on Patent and Scientific Literature Translation (PSLT6); pp.44-51. [PDF, 542KB]

(2015) Artem Sokolov, Stefan Riezler, & Tanguy Urvoy: Bandit structured prediction for learning from partial feedback in statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.160-171. [PDF, 611KB]

(2015) Chaochao Wang, Deyi Xiong, Min Zhang, & Chunyu Kit: Learning bilingual distributed phrase represenations for statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.32-43. [PDF, 668KB]

(2015) Chaochao Wang, Deyi Xiong, Min Zhang, & Chunyu Kit: Learning bilingual distributed phrase represenations for statistical machine translation. MT Summit XV, October 30 – November 3, 2015, Miami, Florida, USA. Proceedings of MT Summit XV: vol.1: MT Researchers’ Track; pp.32-43. [PDF, 668KB]

(2014) [ACL 2014] Ninth Workshop on Statistical Machine Translation. Proceedings of the Workshop, Baltimore, Maryland USA, June 26-27, 2014.

(2014) A.Barreiro, J.Monti, B.Orliac, S. Preuß, K.Arrieta, W.Ling, F.Batista & I.Trancoso: Linguistic evaluation of support verb constructions by OpenLogos and Google Translate. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.35-40. [PDF, 131KB]

(2014) Ondřej Bojar, Vojtěch Diatka, Pavel Rychlý, Pavel Straňák, Vit Suchomel, Aleš Tamchyna, & Daniel Zeman: HindEnCorp – Hindi-English and Hindi-only corpus for machine translation.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3550-3555. [PDF, 107KB]

(2014) Christian Buck, Kenneth Heafield, & Bas van Ooyen: N-gram counts and language models from the common crawl. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3579-3584. [PDF, 180KB]

(2014) Alexandru Ceausu & Sabine Hunsicker: Pre-ordering of phrase-based machine translation input in translation workflow. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3589-3592. [PDF, 407KB]

(2014) Mara Chinea Rios, Germán Sanchis-Trilles, Daniel Ortiz-Martínez, & Francisco Casacuberta: Online optimisation of log-linear weights in interactive machine translation.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3556-3559. [PDF, 201KB]

(2014) Chenhui Chu, Toshiaki Nakazawa, & Sadao Kurohashi: Constructing a Chinese-Japanese parallel corpus from Wikipedia. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harp`a Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.642-647. [PDF, 266KB]

(2014) Sandipat Dandapat & Declan Groves: MTWatch: a tool for the analysis of noisy parallel data. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.41-45. [PDF, 190KB]

(2014) Ahmed El Kholy & Nizar Habash: Alignment symmetrization optimization targeting phrase pivot statistical machine translation. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.63-70. [PDF, 478KB]

(2014) Thierry Etchegoyhen, Lindsay Bywood, Mark Fishel, Panayota Georgakopoulou, Jie Jiang, Gerard van Loenhout, Arantza del Pozo, Mirjam Sepesy Maučec, Anja Turner, & Martin Volk: Machine translation for subtitling: a large-scale evaluation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.46-53. [PDF, 301KB]

(2014) Federico Fancellu, Andy Way, & Morgan O’Brien: Standard language variety conversion for content localisation via SMT. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.143-149. [PDF, 355KB]

(2014) Mark Fishel & Rico Sennrich: Handling technical OOVs in SMT.  Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.159-162. [PDF, 318KB]

(2014) Najeh Hajlaoui: SMT for restricted sublanguage in CAT tool context at the European Parliament. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.228-234. [PDF, 163KB]

(2014) Christian Hardmeier: Discourse in statistical machine translation [abstract]. PhD thesis, Uppsala University, 2014; 2pp. [PDF, 15KB]

(2014) Marcin Junczys-Dowmunt & Bruno Pouliquen: SMT of German patents at WIPO: decompounding and verb structure pre-reordering.  Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.217-220. [PDF, 369KB]

(2014) Valia Kordoni & Iliana Simova: Multiword expressions in machine translation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1208-1211. [PDF, 110KB]

(2014) Anoop Kunchukuttan, Abhijit Mishra, Rajen Chatterjee, Ritesh Shah, & Pushpak Bhattacharyya: Śata-Anuvādak: tackling multiway translation of Indian languages. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp. 1781-1787. [PDF, 233KB]

(2014) László János Laki & György Orosz: An efficient language independent toolkit for complete morphological disambiguation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1625-1630. [PDF, 178KB]

(2014) Sharid Loáiciga, Thomas Meyer, & Andrei Popescu-Belis: English-French verb phrase alignment in Europarl for tense translation modeling. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp. 674-681. [PDF, 179KB]

(2014) Varvara Logacheva & Lucia Specia: A quality-based active sample selection strategy for statistical machine translation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.2690-2695. [PDF, 230KB]

(2014) Juan Luo & Yves Lepage: Production of phrase tables in 11 European languages using an improved sub-sentential aligner. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.664-669. [PDF, 206KB]

(2014) Ngoc-Quang Luong, Laurent Besacier, & Benjamin Lecouteux: An efficient two-pass decoder for SMT using word confidence estimation. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.117-124. [PDF, 621KB]

(2014) Santanu Pal, Sudip Kumar Naskar, & Sivaji Bandyopadhyay: Word alignment-based reorderingof source chunks in PB-SMT.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.3565-3571. [PDF, 185KB]

(2014) Nicolas Pécheux, AlexandreAllauzen, & Francçois Yvon: Rule-based reordering space in statistical machine translation.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1800-1806. [PDF, 607]

(2014) Lis Pereira, Elga Strafella, & Yuji Matsumoto: Collocation or free combination? Applying machine translation techniques to identify collocations in Japanese. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.736-739. [PDF, 325KB]

(2014) Victoria Porro, Johanna Gerlach, Pierrette Bouillon, & Violeta Seretan: Rule-based automatic post-processing of SMT output to reduce human post-editing effort. Translating and the Computer 36: proceedings. Asling: International Society for Advancement in Language Technology, 27-28 November 2014; pp.66-76. [PDF, 447KB]

(2014) Jayendra Rakesh Yeka, Prasanth Kolachina, & Dipti Misra Sharma: Benchmarking of English-Hindi parallel corpora. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1812-1818. [PDF, 627KB]

(2014) Raphael Rubino, Antonio Toral, Nikola Ljubešić, & Gema Ramírez-Sánchez: Quality estimation for synthetic parallel data generation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1843-1849. [PDF, 248KB]

(2014) Kunal Sachdeva, Rishabh Srivastava, Sambhav Jain, & Dipti Misra Sharma: Hindi to English machine translation: using effective selection in multi-model SMT. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1807-1811. [PDF, 131KB]

(2014) Germán Sánchis-Trilles, Daniel Ortiz-Martínez, & Francisco Casacuberta: Efficient wordgraph for interactive translation prediction. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014; pp.27-34. [PDF-450KB]

(2014) Falko Schaefer, Joeri van de Walle, & Joachim van den Bogaert: Moses SMTas an aid to translators in the production process.  Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014; pp.89-92. [PDF, 425KB]

(2014) Raivis Skadiņš, Mārcis Pinnis, Andrejs Vasiļjevs, Inguna Skadiņa, & Tomas Hudik: Application of machine translation in localization into low-resourced languages.  Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.209-216. [PDF, 871KB]

(2014) Raivis Skadiņš, Jörg Tiedemann, Roberts Rozis & Daiga Deksne: Billions of parallel words for free: building and using the EU Bookshop corpus.  LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1850-1855. [PDF, 521KB]

(2014) Xingyi Song, Lucia Specia, & Trevor Cohn: Data selection for discriminative training in statistical machine translation. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014; pp.45-52. [PDF, 415KB]

(2014) Liang Tian, Derek F.Wong, Lidia S.Chao, Paula Quaresma, Francisco Oliveira, Yi Lu, Shuo Li, Yiming Wang, & Longyue Wang: UM-Corpu: a large English-Chinese parallel corpus for statistical machine translation. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1837-1842. [PDF, 605KB]

(2014) Dan Tufiş, Radu Ion, Ştefan Dumitrescu, & Dan Ştefănescu: Large SMT data-sets extracted from Wikipedia. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.656-663. [PDF, 232KB]

(2014) Marion Weller, Alexander Fraser, & Ulrich Heid: Combining bilingual terminology mining and morphological modeling for domain adaptation in SMT. Proceedings of the 17th annual conference of the European Association for Machine Translation, EAMT 2014, Dubrovnik, Croatia, 16th-18th June 2014, edited by Marko Tadić, Philipp Koehn, Johann Roturier, Andy Way; pp.11-18. [PDF, 387KB]

 (2013) Proceedings of the 10th International Workshop on Spoken Language Translation, Heidelberg, Germany, Dec.5-6, 2013.

(2013) see WMT 2013: 8th Workshop on Statistical Machine Translation, Proceedings of the Workshop, August 8-9, 2013, Sofia, Bulgaria.

(2013) see Proceedings: Seventh Workshop on Syntax, Semantics and Structure in Statistical Translation, June 13, 2013 Atlanta, Georgia

(2013) Hala Almaghout & Lucia Specia: A CCG-based quality estimation metric for statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.223-230. [PDF, 426KB]

(2013) Mihael Arcan & Paul Buitelaar: Ontology label translation. [NAACL-HLT 2013] Proceedings of the NAACL HLT 2013 Student Research Workshop, 13 June 2013, Atlanta, Georgia; pp.40-46. [PDF, 127KB]

(2013) Mihael Arcan, Susan Marie Thomas, Derek de Brandt, & Paul Buitelaar: Translating the FINREP taxonomy using a domain-specific corpus. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.199-206. [PDF, 473KB]

(2013) Pratyush Banerjee, Raphael Rubino, Johann Roturier, & Josef van Genabith: Quality estimation-guided data selection for domain adaptation of SMT. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.107-108. [PDF, 658KB]

(2013) Anabela Barreiro, Johanna Monti, Brigitte Orliac, & Fernando Batista: When multiwords go bad in machine translation. [MT Summit XIV] Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, September 3, 2013; pp.26-33. [PDF, 219KB]

(2013) Marzieh Bazrafshan & Daniel Gildea: Semantic roles for string to tree machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.419-423. [PDF, 141KB]

(2013) Bibek Behera & Pushpak Bhattacharyya: Automated grammar correction using hierarchical phrase-based statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.937-941. [PDF, 100KB]

(2013) Guisheng Ben, Deyi Xiong, Zhiyang Teng, Yajuan Lü, & Qun Liu: Bilingual lexical cohesion trigger model for document-level machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.382-386. [PDF, 155KB]

(2013) Nicola Bertoldi, Mauro Cettolo, & Marcello Federico: Cache-based online adaptation for machine translation enhanced computer assisted translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.35-42. [PDF, 471KB]

(2013) Pierrette Bouillon: Automated Community Content Editing PorTal (ACCEPT). Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.407. [PDF, 182KB]

(2013) Pierrette Bouillon, Johanna Gerlach, Ulrich Germann, Barry Haddow & Manny Rayner: Two approaches to correcting homophone confusion in a hybrid machine translation system. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.109-116. [PDF, 298KB]

(2013) Fabienne Braune, Nina Seemann, Daniel Quernheim, & Andreas Maletti: Shallow local multi bottom-up tree transducers in statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.811-821. [PDF, 276KB]

(2013) Matthias Büchse, Alexander Koller, & Heiko Vogler: Generic binarization for parsing and translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.145-154. [PDF, 304KB]

(2013) William Byrne & Lluís Mŕrquez: FAUST: Feedback Analysis for User Adaptive Statistical Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.421. [PDF, 635KB]

(2013) Marine Carpuat: NRC: a machine translation approach to cross-lingual word sense disambiguation (SemEval-2013 Task 10). [SEM-2013] Second Joint Conference on Lexical and Computational Semantics, Volume 2: Seventh International Workshop on Semantic Evaluation, Atlanta, Georgia, June 14-15, 2013; pp.188-192. [PDF, 100KB]

(2013) Mauro Cettolo, Christophe Servan, Nicola Bertoldi, Marcello Federico, Loďc Barrault, & Holger Schwenk: Issues in incremental adaptation of statistical MT from human post-edits. Proceedings of MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2), Nice, France, 2 September 2013; pp. 111-118. [PDF, 186KB]

(2013) Mauro Cettolo, Nicola Bertoldi, & Marcello Federico: Project adaptation for MT-enhanced computer assisted translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.27-34. [PDF, 399KB]

(2013) Boxing Chen, Roland Kuhn, & George Foster: Vector space model for adaptation in statistical machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1285-1293. [PDF, 207KB]

(2013) Colin Cherry: Improved reordering for phrase-based translation using sparse features. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.22-31. [PDF, 187KB]

(2013) Chenhui Chu, Toshiaki Nakazawa, & Sadao Kurohashi: Accurate parallel fragment extraction from quasi-comparable corpora using alignment model and translation lexicon. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1144-1150. [PDF, 415KB]

(2013) Chenhui Chu, Toshiaki Nakazawa, & Sadao Kurohashi: Chinese-Japanese parallel sentence extraction from quasi-comparable corpora. Proceedings of the 6th Workshop on Building and Using Comparable Corpora, Sofia, Bulgaria, August 8, 2013; pp.34-42. [PDF, 469KB]

(2013) Martin Čmejrek, Haitao Mi, & Bowen Zhou: Flexible and efficient hypergarph interactions for joint hierarchical and forest-to-string decoding. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.545-555. [PDF, 195KB]

(2013) Trevor Cohn & Gholamreza Haffari: An infinite hierarchical Bayesian model of phrasal translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.780-790. [PDF, 432KB]

(2013) Marta R.Costa-jussŕ & Chris Quirk: Morphological, syntactical and semantic knowledge in statistical machine translation. [NAACL-HLT 2013]  Tutorials, NAACL HLT 2013, 16-18 June 2013, Atlanta, Georgia; pp.10-13. [PDF, 67KB]

(2013) Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, & Ming Zhou: Bilingual data cleaning for SMT using graph-based random walk.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.340-345. [PDF, 259KB]

(2013) Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, & Ming Zhou: Multi-domain adaptation for SMT using multi-task learning. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1055-1065. [PDF, 302KB]

(2013) Qing Dou & Kevin Knight: Dependency-based decipherment for resource-limited machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1668-1676. [PDF, 153KB]

(2013) Kevin Duh, Graham Neubig, Katsuhito Sudoh, & Hajime Tsukada: Adapation data selection using neural language models: experiments in machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.678-683. [PDF, 215KB]

(2013) Nadir Durrani, Alexander Fraser, Helmut Schmid, Hieu Hoang, & Philipp Koehn: Can Markov models over minimal translation units help phrase-based  SMT?  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.399-405. [PDF, 220KB]

(2013) Nadir Durrani, Alexander Fraser, & Helmut Schmid: Model with minimal translation units, but decode with phrases. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.1-11. [PDF, 172KB]

(2013) Chris Dyer, Victor Chahuneau, & Noah A.Smith: A simple, fast, and effective reparameterization of IBM Model 2. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.644-648. [PDF, 184KB]

(2013) Sajad Ebrahimi, Kourosh Meshgi, Shahram Khadivi, & Mohammad Ebrahim Shiri Ahmad Abady: Meta-level statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1151-1157. [PDF, 264KB]

(2013) Vladimir Eidelman, Yuval Marton, & Philip Resnik: Online relative margin mazimization for statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1116-1126. [PDF, 380KB]

(2013) Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, & Hassan Sawaf: Language independent connectivity strength features for phrasal pivot statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.412-418. [PDF, 200KB]; revised version.

(2013) Ahmed El Kholy, Nizar Habash, Gregor Leusch, Evgeny Matusov, & Hassan Sawaf: Selective combination of pivot and direct statistical machine translation models. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1174-1180. [PDF, 123KB]

(2013) Thierry Etchegoyhen, Mark Fishel, Jie Jiang, & Mirjam Sepesy Maučec: SMT approaches for commercial translation of subtitles. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.369-371. [PDF, 131KB]

(2013) Elif Eyigöz, Daniel Gildea, & Kemal Oflazer: Simultaneous word-morpheme alignment for statistical machine translation. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.32-40. [PDF, 259KB]

 (2013) Marcello Federico, Philipp Koehn, Holger Schwenk, & Marco Trombetti: Matecat: Machine Translation Enhanced Computer Assisted Translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.425. [PDF, 192KB]

(2013) Minwei Feng, Jan-Thorsten Peter & Hermann Ney: Advancements in reordering models for statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.322-332. [PDF, 383KB]

(2013) Yang Feng & Trevor Cohn: A Markov model of machine translation using non-parametric Bayesian inference. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.333-342. [PDF, 312KB]

(2013) Hanne Fersře, Dorte Haltrup Hansen, Lene Offersgaard, Sussi Olsen, & Claus Povlsen: Let’sMT! as a learning platform for SMT. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.353-359. [PDF, 571KB]

(2013) Jeffrey Flanigan, Chris Dyer, & Jaime Carbonell: Large-scale discriminative training for statistical machine translation using held-out line search. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.248-258. [PDF, 174KB]

(2013) George Foster, Boxing Chen, & Roland Kuhn: Simulating discriminative training for linear mixture adaptation in statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.183-190. [PDF, 556KB]

(2013) Markus Freitag, Minwei Feng, Matthias Huck, Stephan Peitz & Hermann Ney: Reverse word order models. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.159-166. [PDF, 373KB]

(2013) Michel Galley, Chris Quirk, Colin Cherry, & Kristina Toutanova: Regularized minimum error rate training. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1948-1959. [PDF, 207KB]

(2013) Ankur Gandhe & Rashmi Gangadharaiah: Hypothesis refinement using agreement constraints in machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.429-437. [PDF, 170KB]

(2013) Jianfeng Gao & Xiadong He: Training MRF-based phrase translation models using gradient ascent. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.450-459. [PDF, 212KB]

(2013) Yota Georgakopoulou & Lindsay Bywood: New tools for subtitle translation [abstract]. [Aslib 2013] Translating and the Computer 35, 28-29 November 2013, etc.venues, Paddington, London, UK; 1pp.; presentation, 29 slides [PDF of PPT, 597KB]

(2013) Johanna Gerlach, Victoria Porro, Pierrette Bouillon, & Sabine Lehmann: Combining pre-editing and post-editing to improve SMT of user-generated content.  Proceedings of MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2), Nice, France, 2 September 2013; pp. 45-53. [PDF, 553KB]

(2013) Mahmoud Ghoneim & Mona Diab: Multiword expressions in the context of statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1181-1187. [PDF, 120KB]

(2013) Kevin Gimpel, Dhruv Batra, Chris Dyer, & Gregor Shakhnarovich: A systematic exploration of diversity in machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1100-1111. [PDF, 220KB]

(2013) Meritxell Gonzŕlez, Maria Mateva, Ramona Enache, Cristina Espańa, Lluís Mŕrquez, Borislav Popov, & Aarne Ranta: MT techniques in a retrieval system of semantically enriched patents. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.273-280. [PDF, 908KB]

(2013) Jesús González-Rubio, Daniel Ortiz-Martínez, José-Miguel Benedí, & Francisco Casacuberta: Interactive machine translation using hierarchical translation models. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.244-254. [PDF, 214KB]

(2013) Isao Goto, Masao Utiyama, Eiichiro Sumita, Akihiro Tamura, & Sadao Kurohashi: Distortion model considering rich context for statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.155- 165. [PDF, 808KB]

(2013) Nathan David Green & Zdeněk Žabokrtský: Improvements to syntax-based machine translation using ensemble dependency parsers. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp. 19-24. [PDF, 202KB]

(2013) Spence Green, Sida Wang, Daniel Cer, & Christopher D.Manning: Fast and adaptive online training of feature-rich translation models. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.311-321. [PDF, 363KB]

(2013) Liane Guillou: Analysing lexical consistency in translation. Proceedings of the Workshop on Discourse in Machine Translation (DiscoMT), Sofia, Bulgaria, August 9, 2013; pp.10-18. [PDF, 350KB]

(2013) Rajdeep Gupta, Santanu Pal, & Sivaji Bandyopadhyay: Improving MT system using extracted parallel fragments of text from comparable corpora. Proceedings of the 6th Workshop on Building and Using Comparable Corpora, Sofia, Bulgaria, August 8, 2013; pp.69-76. [PDF, 436KB]

(2013) Barry Haddow: Applying pairwise ranked optimisation to improve the interpolation of translation models. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.342-347. [PDF, 128KB]

(2013) Dan Han, Pascual Martínez-Gómez, Yusuke Miyao, Katsuhito Sudoh, & Masaaki Nagata: Using unlabeled dependency parsing for pre-ordering for Chinese-to-Japanese statistical machine translation. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp. 25-33. [PDF, 334KB]

(2013) Greg Hanneman & Alon Lavie: Improving syntax-augmented machine translation by coarsening the label set. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.288-297. [PDF, 1205KB]

(2013) Christian Hardmeier, Sara Stymne, Jörg Tiedemann, & Joakim Nivre: Docent: a document-level decoder for phrase-based statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, System demonstrations, Sofia, Bulgaria, August 4-9 2013; pp.193-198. [PDF, 147KB]

(2013) Hua He, Jimmy Lin, & Adam Lopez: Massively parallel suffix array queries and on-demand phrase extraction for statistical machine translation using GPUs. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.325-334. [PDF, 157KB]

(2013) Kenneth Heafield, Ivan Pouzyrevsky, Jonathan H.Clark, & Philipp Koehn: Scalable modified Kneser-Ney language model estimation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.690-696. [PDF, 212KB]

(2013) Felix Hieber, Laura Jehl, & Stefan Riezler: Task alternation in parallel sentence retrieval for Twitter translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.323-327. [PDF, 208KB]

(2013) Mark Hopkins & Jonathan May: Models of translation competitions. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1416-1425. [PDF, 862KB]

(2013) Sho Hoshino, Yusuke Miyao, Katsuhito  Sudoh, & Masaaki Nagata: Two-stage pre-ordering for Japanese-to-English statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1062-1066. [PDF, 544KB]

(2013) An-Chang Hsieh, Hen-Hsen Huang, & Hsin-His Chen: Uses of monolingual in-domain corpora for cross-domain adaptation with hybrid MT approaches. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.117-122. [PDF, 275KB]

(2013) Fei Huang & Cezar Pendus: Generalized reordering rules for improved SMT.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.387-392. [PDF, 113KB]

(2013) Zhongqiang Huang, Jacob Devlin & Rabih Zbib: Factored soft source syntactic constraints for hierarchical machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.556-566. [PDF, 350KB]

(2013) Hien Vu Huy, Phuong-Thai Nguyen, Tung-Lam Nguyen, & M.L.Nguyen: Bootstrapping phrase-based statistical machine translation via WSD integration. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1042-1046. [PDF, 231KB]

(2013) Ann Irvine: Statistical machine translation in low resource settings. [NAACL-HLT 2013] Proceedings of the NAACL HLT 2013 Student Research Workshop, 13 June 2013, Atlanta, Georgia; pp.54-61. [PDF, 185KB]

(2013) Ann Irvine, Chris Quirk, & Hal Daumé III: Monolingual marginal matching for translation model adaptation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1077-1088. [PDF, 247KB]

(2013) Sergio Jimenez, Claudia Becerra, & Alexander Gelbukh: SOFTCARDINALITY: learning to identify directional cross-lingual entailment from cardinalities and SMT. [SEMEVAL-2013] Second Joint Conference on Lexical and Computational Semantics, Volume 2: Seventh International Workshop on Semantic Evaluation (SemEval 2013), Atlanta, Georgia, June 14-15, 2013; pp.118-123. [PDF, 144KB]

(2013) Eric Joanis, Darlene Stewart, Samuel Larkin & Roland Kuhn: Transferring markup tags in statistical machine translation: a two-stream approach.  Proceedings of MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2), Nice, France, 2 September 2013; pp. 73-81. [PDF, 599KB]

(2013) Nal Kalchbrenner & Phil Blunsom: Recurrent continuous translation models. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1700-1709. [PDF, 274KB]

(2013) Mitesh M.Khapra, Ananthakrishnan Ramanathan, & Karthik Visweswariah: Improving reordering performance using higher order and structural features. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.315-324. [PDF, 177KB]

(2013) Anoop Kunchukuttan, Rajen Chatterjee, Shourya Roy, Abhijit Mishra, & Pushpak Bhattacharyya: TransDoop: a map-reduce based crowdsourced translation for complex domains. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, System demonstrations, Sofia, Bulgaria, August 4-9 2013; pp.175-180. [PDF, 1061KB]

(2013) László J.Laki, Attila Novák, & Borbála Siklósi: An English-to-Hungarian morpheme-based statistical machine translation system with reordering rules. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.42-50. [PDF, 246KB]

(2013) Samuel Läubli, Mark Fishel, Manuela Weibel, & Martin Volk: Statistical machine translation for automobile marketing texts. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.265-272. [PDF, 541KB]

(2013) Patrick Lehnen, Jan-Thorsten Peter, Joern Wuebker, Stephan Peitz, & Hermann Ney: (Hidden) conditional random fields using intermediate classes for statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.151-158. [PDF, 588KB]

(2013) Gennadi Lembersky, Noam Ordan, & Shuly Wintner: Improving statistical machine translation by adapting translation models to translationese. Computational Linguistics 39 (4); pp.999-1023. [PDF, 220KB]

(2013) Uri Lerner & Slav Petrov: Source-side classifier preordering for machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.513-523. [PDF, 132KB]

(2013) William D.Lewis & Chris Quirk: Controlled ascent: imbuing statistical MT with linguistic knowledge. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.51-66. [PDF, 502KB]

(2013) Haibo Li, Jing Zheng, Heng Ji, Qi Li, & Wen Wang: Name-aware machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.604-614. [PDF, 443KB]

(2013) Junhui Li, Philip Resnik, & Hal Daumé III: Modeling syntactic and semantic structures in hierarchical phrase-based translation. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.540-549. [PDF, 224KB]

(2013) Peng Li, Yang Liu & Maosong Sun: Recursive autoencoders for ITG-based translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.567-577. [PDF, 304KB]

(2013) Shuo Li, Derek F.Wong & Lidia S.Chao: Experiments with POS-based restructuring and alignment-based re-ordering for statistical machine translation. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.82-87. [PDF, 273KB]

(2013) Lemao Liu, Taro Watanabe, Eiichiro Sumita, & Tiejun Zhao: Additive neural networks for statistical machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.791-801. [PDF, 261KB]

(2013) Lemao Liu, Tiejun Zhao, Taro Watanabe, & Eiichiro Sumita: Tuning SMT with a large number of features via online feature grouping. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.279-285. [PDF, 153KB]; revised, 7pp. [PDF]

(2013) Chi-kiu Lo, Karteek Addanki, Markus Saers & Dekai Wu: Improving machine translation by training against an automatic semantic frame based evaluation metric. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.375-381. [PDF, 370KB]

 (2013) Wei-Yun Ma & Kathleen McKeown: Using a supertagged dependency language model to select a good translation in system combination. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.433-438. [PDF, 200KB]

(2013) Saab Mansour & Hermann Ney: Phrase training based adaptation for statistical machine translation. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.649-654. [PDF, 111KB]

(2013) Thomas Meyer, Cristina Grisot, & Andrei Popescu-Belis: Detecting narrativity to improve English to French translation of simple past verbs. Proceedings of the Workshop on Discourse in Machine Translation (DiscoMT), Sofia, Bulgaria, August 9, 2013; pp.33-42. [PDF, 307KB]

(2013) Behzad Mirzababaei, Heshaam Faili, & Nava Ehsan: Discourse-aware statistical machine translation as a context-sensitive spell checker. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.475-482. [PDF, 1025KB]

(2013) Lucía Morado Vázquez, Silvia Rodriguez Vázquez, & Pierrette Bouillon: Comparing forum data post-editing performance using translation memory and machine translation output: a pilot study. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.249-256. [PDF, 574KB]

(2013) Preslav Nakov, Fahad Al Obaidli, Francisco Guzmán & Stephan Vogel: Parameter optimization for statistical machine translation: it pays to learn from hard examples. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.504-510. [PDF, 124KB]

(2013) Graham Neubig: Travatar: a forest-to-string machine translation engine based on tree transducers. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, System demonstrations, Sofia, Bulgaria, August 4-9 2013; pp.91-96. [PDF, 344KB]

(2013) Hermann Ney: Statistical MT systems revisited: how much hybridity do they have? [abstract]. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; p.7. [PDF, 87KB]

(2013) Thuy Linh Nguyen & Stephan Vogel: Integrating phrase-based reordering features into a chart-based decoder for machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1587-1596. [PDF, 335KB]

(2013) Francisco Oliveira, Derek F.Wong, Lidia S.Chao, Liang Tian, & Liangye He: Influence of part-of-speech and phrasal category universal tag-set in tree-to-tree translation models. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.907-911. [PDF, 127KB]

(2013) Santanu Pal, Sudip Kumar Naskar, & Sivaji Bandyopadhyay: A hybrid word alignment model for phrase-based statistical machine translation. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.94-101. [PDF, 297KB]

(2013) Santanu Pal, Sudio Kumar Naskar, & Sivaji Bandyopadhyay: MWE alignment in phrase based statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.61-68. [PDF, 539KB]

(2013) Raj Nath Patel, Rohit Gupta, Prakash B.Pimpale & Sasikumar M: Reordering rules for English-Hindi MT. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.34-41. [PDF, 321KB]

(2013) Magdalena Plamadă & Martin Volk: Mining for domain-specific text from Wikipedia.  Proceedings of the 6th Workshop on Building and Using Comparable Corpora, Sofia, Bulgaria, August 8, 2013; pp.112-120. [PDF, 382KB]

(2013) Bruno Pouliquen, Cecilia Elizalde, Marcin Junczys-Dowmunt, Christophe Mazenc, & José García-Verdugo: Large-scale multiple language translation accelerator at the United Nations. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.345-352. [PDF, 566KB]

(2013) Carlos Ramish, Laurent Besacier, & Alexander Kobzar: How hard is it to automatically translate phrasal verbs from English to French?  [MT Summit XIV] Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, September 3, 2013; pp.53-61. [PDF, 303KB]

(2013) Mohammad Sadegh Rasooli, Ahmed El Kholy, & Nizar Habash: Orthographic and morphological processing for Persian-to-English statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1047-1051. [PDF, 106KB]

(2013) Sujith Ravi: Scalable decipherment for machine translation via hash sampling.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.362-271. [PDF, 276KB]

(2013) Majid Razmara & Anoop Sarkar: Ensemble triangulation for statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.252-260. [PDF, 240KB]

(2013) Majid Razmara, Maryam Siahbani, Gholamreza Haffari, & Anoop Sarkar: Graph propagation for paraphrasing out-of-vocabulary words in statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1105-1115. [PDF, 325KB]

(2013) Majid Razmara & Anoop Sarkar: Stacking for statistical machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.334-339. [PDF, 284KB]

(2013) Martha Alicia Rocha & Joan Andreu Sánchez: Towards the supervised machine translation: real word alignments and translations in a multi-task active learning process. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.239-247. [PDF, 632KB]

(2013) Rudolf Rosa, David Mareček, & Aleš Tamchyna: Deepfix: statistical post-editing of statistical machine translation using deep syntactic analysis. ACL Student Research Workshop, Sofia, Bulgaria, August 4-9 2013; pp.172-179. [PDF, 178KB]

(2013) Alexander M.Rush, Yin-Wen Chang, & Michael Collins: Optimal beam search for machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1044-1054. [PDF, 274KB]

(2013) Markus Saers & Dekai Wu: Bayesian induction of bracketing inversion transduction grammars. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.1158-1166. [PDF, 483KB]

(2013) Hassan Sajjad, Kareem Darwish, & Yonatan Belinkov: Translating dialectal Arabic to English. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.1-6. [PDF, 182KB]

(2013) Mohammad Salameh, Colin Cherry, & Grzegorz Kondrak: Reversing morphological tokenization in English-to-Arabic SMT. [NAACL-HLT 2013] Proceedings of the NAACL HLT 2013 Student Research Workshop, 13 June 2013, Atlanta, Georgia; pp.47-53. [PDF, 161KB]

(2013) Wael Salloum & Nizar Habash: Dialectal Arabic to English machine translation: pivoting through Modern Standard Arabic. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.348-358. [PDF, 158KB]

(2013) Baskaran Sankaran, Gholamreza Haffari, & Anoop Sarkar: Scalable variational inference for extracting hierarchical phrase-based translation rules. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.438-446. [PDF, 310KB]

(2013) Yves Scherrer & Tomaž Erjavec: Modernizing historical Slovene words with character-based SMT. Proceedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing, 8-9 August 2013, Sofia, Bulgaria; pp.58-62. [PDF, 110KB]

(2013) Thomas Schoenemann: Training nondeficient variants of IBM-3 and IBM-4 for word alignment. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.22-31. [PDF, 300KB]

(2013) Hinrich Schütze: The operation sequence model: integrating translation and reordering operations in a single left-to-right model [abstract]. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; p.1. [PDF, 166KB]

(2013) Rico Sennrich, Holger Schwenk & Walid Aransa: A multi-domain translation model framework for statistical machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.832-840. [PDF, 1387KB]

(2013) Rico Sennrich: Promoting flexible translations in statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.207-214. [PDF, 599KB]

(2013) Hendra Setiawan, Bowen Zhou & Bing Xiang: Anchor graph: global reordering contexts for statistical machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.501-512. [PDF, 242KB]

 (2013) Hendra Setiawan & Bowen Zhou: Discriminative training of 150 million translation parameters and its application to pruning. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.335-341. [PDF, 219KB]

(2013) Libin Shen & Bowen Zhou: What is hidden among translation rules. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.839-844. [PDF,118KB]

(2013) Maryam Siahbani, Baskaran Sankaran, & Anoop Sarkar: Efficient left-to-right hierarchical phrase-based translation with improved reordering. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1089-1099. [PDF,351KB]

(2013) Michel Simard & George Foster: PEPr: post-edit propagation using phrase-based statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.191-198. [PDF, 465KB]

(2013) Andrei Simion, Michael Collins, & Clifford Stein: A convex alternative to IBM model 2. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1574-1583. [PDF, 172KB]

(2013) Iliana Simova & Valia Kordoni: Improving English-Bulgarian statistical machine translation by phrasal verb treatment. [MT Summit XIV] Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, September 3, 2013; pp.62-71. [PDF, 279KB]

(2013) Raivis Skadiņš, Mārcis Pinnis, Tatiana Gornostay, & Andrejs Vasiļjevs: Application of online terminology services in statistical machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.281-286. [PDF, 573KB]

(2013) Lucia Specia, Kashif Shah, Jose G.C.de Souza, & Trevor Cohn: QuEst – a translation quality estimation framework. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, System demonstrations, Sofia, Bulgaria, August 4-9 2013; pp.79-84. [PDF, 163KB]

(2013) Daniel Stein: Machine translation: past, present and future. Translation: Computation, Corpora,  Cognition 3 (1), June 2013; pp.v-xiii. [PDF, 250KB]

 (2013) Sara Stymne, Nicola Cancedda, & Lars Ahrenberg: Generation of compound words in statistical machine translation into compounding languages. Computational Linguistics 39 (4); pp.1067-1108. [PDF, 615KB]

(2013) Sara Stymne, Christian Hardmeier, Jörg Tiedemann, & Joakim Nivre: Feature weight optimization for discourse-level MT.  Proceedings of the Workshop on Discourse in Machine Translation (DiscoMT), Sofia, Bulgaria, August 9, 2013; pp.60-69. [PDF, 363KB]

(2013) Akihiro Tamura, Taro Watanabe, Eiichiro Sumita, Hiroya Takamura, & Manabu Okumura: Part-of-speech induction in dependency trees for statistical machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.841-851. [PDF, 769KB]

(2013) Ming Tan, Tian Xia, Shaojun Wang, & Bowen Zhou: A corpus level MIRA tuning strategy for machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.851-856. [PDF, 171KB]

(2013) Kristina Toutanova & Byung-Gyu Ahn: Learning non-linear features for machine translation using gradient boosting machines.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Short papers, Sofia, Bulgaria, August 4-9 2013; pp.406-411. [PDF, 725KB]

(2013) Dan Tufiş, Radu Ion, Ştefan Daniel Dumitrescu, & Dan Ştefănescu: Wikipedia as an SMT training corpus. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.702-709. [PDF, 220KB]

(2013) Ines Turki Khemakhem, Salma Jamoussi, & Abdelmajid Ben Hamadou: Integrating morpho-syntactic features in English-Arabic statistical machine translation. Proceedings of the Second Workshop on Hybrid Approaches to Translation, Sofia, Bulgaria, August 8, 2013; pp.74-81. [PDF, 491KB]

(2013) Ashish Vaswani, Yinggong Zhao, Victoria Fossum, & David Chiang: Decoding with large-scale neural language models improves translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1387-1392. [PDF, 107KB]

(2013) Karthik Visweswariah, Mitesh M.Khapra, & Ananthakrishnan Ramanathan: Cut the noise: mutually reinforcing reordering and alignments for improved machine translation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1275-1284. [PDF, 250KB]

(2013) Kun Wang, Chengqing Zong, & Key-Yih Su: Integrating translation memory into phrase-based machine translation during decoding. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.11-21. [PDF, 1776KB]

(2013) Longyue Wang, Derek F.Wong, Lidia S.Chao, Junwen Xing, Yi Lu, & Isabel Trancoso: Edit distance: a new data selection criterion for domain adaptation in SMT. Proceedings of Recent Advances in Natural  Language Processing, Hissar, Bulgaria, 7-13 September 2013; pp.727-732. [PDF, 231KB]

(2013) Rui Wang, Masao Utiyama, Isao Goto, Eiichiro Sumita, Hai Zhao, & Bao-Liang Lu: Converting continuous-space language models into n-gram language models for statistical machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.845-850. [PDF, 571KB]

(2013) K.Wäschle, P.Simianer, N.Bertoldi, S.Riezler, & M.Federico: Generative and discriminative methods for online adaptation in SMT. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.11-18. [PDF, 420KB]

(2013) Marion Weller, Alexander Fraser, & Sabine Schulte im Walde: Using subcategorization knowledge to improve case prediction for translation into German.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.593-603. [PDF, 252KB]

(2013) Dekai Wu, Karteek Addanki, & Markus Saers: Modeling hip hop challenge-response lyrics as machine translation. Proceedings of the XIV Machine Translation Summit, Nice, September 2-6, 2013; ed. K.Sima’an, M.L.Forcada, D.Grasmick, H.Depraetere, A.Way; pp.109-116. [PDF, 408KB]

(2013) Joern Wuebker, Stefan Peitz, Felix Rietig & Hermann Ney: Improving statistical machine translation with word class models. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1377-1381. [PDF, 125KB]

(2013) Bing Xiang, Xiaoqiang Luo, & Bowen Zhou: Enlisting the ghost: modeling empty categories for machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.822-831. [PDF, 294KB]

(2013) Xinyan Xiao & Deyi Xiong: Max-margin synchronous grammar induction for machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.255-264. [PDF, 885KB]

(2013) Deyi Xiong, Yang Ding, Min Zhang, & Chew Lim Tan: Lexical chain based cohesion models for document-level statistical machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1563-1573. [PDF, 254KB]

(2013) Nan Yang, Shujie Liu, Mu Li, Ming Zhou, & Nenghai Yu: Word alignment modeling with context dependent deep neural network. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.166-175. [PDF, 554KB]

(2013) Heng Yu, Jinsong Su, Yajuan Lü, & Qun Liu: A topic-triggered language model for statistical machine translation. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.447-454. [PDF, 130KB]

(2013) Zheng Yuan & Mariano Felice: Constrained grammatical error correction using statistical machine translation. Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, Sofia, Bulgaria, August 8-9 2013; pp.52-61. [PDF, 229KB]

(2013) Rabih Zbib, Gretchen Markiewicz, Spyros Matsoukas, Richard Schwartz, & John Makhoul: Systematic comparison of professional and crowdsourced reference translations for machine translation. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.612-616. [PDF, 89KB]

(2013) Feifei Zhai, Jiajun Zhang, Yu Zhou, & Chengqing Zong: Handling ambiguities of bilingual predicate-argument structures for statistical machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1127-1136. [PDF, 269KB]

(2013) Hui Zhang, Kristina Toutanova, Chris Quirk, & Jianfeng Gao: Beyond left-to-right: multiple decomposition structures for SMT. [NAACL-HLT 2013] The 2013 conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 9-14 June 2013, Atlanta, Georgia; pp.12-21. [PDF, 161KB]

(2013) Jiajun Zhang & Chengqing Zong: Learning a phrase-based translation model from monolingual data with application to domain adaptation.  ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.1425-1434. [PDF, 476KB]

(2013) Guangyou Zhou, Fang Liu, Yang Liu, Shizhu He, & Jun Zhao: Statistical machine translation improves question retrieval in community question answering via matrix factorization. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.852-861. [PDF, 814KB]

(2013) Conghui Zhu, Taro Watanabe, Eiichiro Sumita, & Tiejun Zhao: Hierarchical phrase table combination for machine translation. ACL-2013: Proceedings of the 51st Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 4-9 2013; pp.802-810. [PDF, 1464KB]

(2013) Junguo Zhu, Muyun Yang, Sheng Li, & Tiejun Zhao: Repairing incorrect translation with examples. International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October 2013; pp.967-971. [PDF, 523KB]

(2013) Xiaoning Zhu, Zhongjun He, Hua Wu, Haifeng Wang, Conghui Zhu, & Tiejun Zhao: Improving pivot-based statistical machine translation using random walk. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.524-534. [PDF, 291KB]

(2013) Will Y.Zou, Richard Socher, Daniel Cer, & Christopher D.Manning: Bilingual word embeddings for phrase-based machine translation. [EMNLP 2013] Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013; pp.1393-1398. [PDF, 337KB]

(2012) see Proceedings: IWSLT-2012: 9th International Workshop on Spoken Language Translation, Hong Kong, December 6th-7th, 2012

(2012) see Proceedings: Machine Translation Marathon 2012 September 3-8, Edinburgh, UK

(2012) see Proceedings: SSST-6, Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation, Jeju, Republic of Korea, 12 July 2012

(2012) see Proceedings:  WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada.

(2012) Zeeshan Ahmed, Jie Jiang, Julie Carson-Berndsen, Peter Cahill, & Andy Way: Hierarchical phrase-based MT for phonetic representation-based speech translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 246KB]

(2012) Hala Almaghout, Jie Jiang, & Andy Way: Extending CCG-based syntactic constraints in hierarchical phrase-based SMT. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.193-200. [PDF, 228KB]

(2012) A.Ryan Aminzadeh, Jennifer Drexler, Timothy Anderson, & Wade Shen: Improved phrase translation modeling using MAP adaptation. TSD 2012: 15th International Conference on Text, Speech and Dialogue, Brno, Czech Republic, September 3-7, 2012; abstract #496, 1p. [HTML]

(2012) Sophie Arnoult & Khalil Sima’an: Adjunct alignment in translation data with an application to phrase-based statistical machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.287-294. [PDF, 164KB]

(2012) Kartik Asooja, Jorge Gracia, Nitish Aggarwal, & Asunión Gómez Pérez: Using cross-lingual explicit semantic analysis for improving ontology translation. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT), Mumbai, December 2012; pp.25-35. [PDF, 143KB]

(2012) Wilker Aziz, Sheila C. M. de Sousa, & Lucia Specia: Cross-lingual sentence compression for subtitles. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.103-110. [PDF, 233KB]

(2012) Kathryn Baker, Michael Bloodgood, Bonnie J.Dorr, Chris Callison-Burch, Nathaniel W.Filardo, Christine Piatko, Lori Levin, & Scott Miller: Use of modality and negation in semantically-informed syntactic MT. Computational Linguistics 38 (2), pp. 411-438. [PDF, 3140KB]

(2012) Pratyush Banerjee, Sudip Kumar Naskar, Johann Roturier, Andy Way, & Josef van Genabith: Domain adaptation in SMT of user-generated forum content guided by OOV word reduction: normalization and/or supplementary data? EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.169-176. [PDF, 160KB]

(2012) Pratyush Banerjee, Sudip Kumar Naskar, Johann Roturier, Andy Way, & Josef van Genabith: Translation quality-based supplementary data selection by incremental update of translation models. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.149-165. [PDF, 149KB]

(2012) Hanna Béchara, Raphaël Rubino, Yifan He, Yanjun Ma, & Josef van Genabith: An evaluation of statistical post-editing systems applied to RBMT and SMT systems. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.215-230. [PDF, 243KB]

(2012) Nicola Bertoldi & Marcello Federico: Practical domain adaptation in SMT. [Tutorial at] AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; presentation, 44 slides. [PDF of PPT, 5006KB]

(2012) Arianna Bisazza & Marcello Federico: Cutting the long tail: hybrid language models for translation style adaptation. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 439-448. [PDF, 266KB]

(2012) Arianna Bisazza & Marcello Federico: Modified distortion matrices for phrase-based statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.478-487. [PDF, 742KB]

(2012) Dhouha Bouamor, Nasredine Semmar, & Pierre Zweigenbeaum: Automatic construction of a multi-word expressions bilingual lexicon: a statistical machine translation evaluation perspective. COLING 2012: Proceedings of the 3rd Workshop on Cognitive Aspects of the Lexicon (CogALex-III), Mumbai, December 2012; pp.95-107. [PDF, 210KB]

(2012) Dhouha Bouamor, Nasredine Semmar, & Pierre Zweigenbaum: Identifying bilingual multi-word expressions for statistical machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.674-679. [PDF, 387KB]

(2012) Fabienne Braune, Anita Gojun, & Alexander Fraser: Long-distance reordering during search for hierarchical phrase-based SMT. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.177-184. [PDF, 207KB]

(2012) Chris Brockett: Diverse words, shared meanings: statistical machine translation for paraphrase, grounding, and intent: invited talk [abstract]. ALTA 2012: Proceedings of Australasian Language Technology Association Workshop, 4-6 December 2012, Otago University, Dunedin, New Zealand; 1p. [PDF, 69KB]

(2012) Yuan Cao & Sanjeev Khudanpur: Sample selection for large-scale MT discriminative training. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 117KB]

(2012) Konstantinos Chatzitheodorou & Alexandros Poulis: Experiments on domain-specific statistical machine translation at the European Parliament. [Aslib 2012] Translating and the Computer 34, 29-30 November 2012, One Birdcage Walk, London, UK; 6pp. [PDF, 171KB]; presentation by Alexandros Poulis: 16 slides [PDF, 134KB]

(2012) Han-Bin Chen, Hen-Hsen Huang, Hsin-His Chen, & Ching-Ting Tan: A simplification-translation-restoration framework for cross-domain SMT applications. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.545-560. [PDF, 744KB]

(2012) Jinying Chen, Jacob Devlin, Huaigu Cao, Rohit Prasad, & Premkumar Natarajan: Automatic tune set generation for machine translation with limited in-domain data. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.161-168. [PDF, 287KB]

(2012) Colin Cherry, Robert C.Moore, & Chris Quirk: On hierarchical re-ordering and permutation parsing for phrase-based decoding.  WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.200-209. [PDF, 284KB]

(2012) Odbayar Chimeddorj & Atsushi Fujii: Enhancing lemmatization for Monglian and its application to statistical machine translation. COLING 2012: Proceedings of the 10th Workshop on Asian Language Resources, Mumbai, December 2012; pp.115-123. [PDF, 675KB]

(2012) Chong Tze Yuang, Rafael E.Banchs, & Chng Eng Siong: An empirical evaluation of stop word removal in statistical machine translation. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.30-37. [PDF, 216KB]

(2012) Jonathan H.Clark, Alon Lavie, & Chris Dyer: One system, many domains: open-domain statistical machine translation via feature augmentation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 396KB]

(2012) Ângela Costa, Tiago Luís, Joana Ribeiro, Ana Cristina Mendes, & Luísa Coheur: An English-Portuguese parallel corpus of questions: translation guidelines and application in statistical machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2172-2176. [PDF, 388KB]

(2012) Sandipan Dandapat, Sara Morrissey, Abdy Way, & Joseph van Genabith: Combining EBMT, SMT, TM and IR technologies for quality and scale. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.48-58. [PDF, 248KB]

(2012) Chris Irwin Davis: Tajik-Farsi Persian transliteration using statistical machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3988-3995. [PDF, 590KB]

(2012) Michael Denkowski & Alon Lavie: Challenges in predicting machine translation utility for human post-editors. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 166KB]

(2012) Jacob Dlougach & Irina Galinskaya: Building a reordering system using tree-to-string hierachical model. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.27-36. [PDF, 1115KB]

(2012) Stephen Doherty, Dorothy Kenny, & Andy Way: Taking statistical machine translation to the student translator. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 236KB]

(2012) Thoudam Doren Singh: Addressing some issues of data sparsity towards improving English-Manipuri SMT using morphological information. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.46-54. [PDF, 454KB]

(2012) Qing Dou & Kevin Knight: Large scale decipherment for out-of-domain machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.266-275. [PDF, 578KB]

(2012) Catherine Dove, Olga Loskutova, & Ruben de la Fuente: What’s your pick: RbMT, SMT or hybrid? AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 3pp. [PDF, 86KB]

(2012) Nan Duan, Mu Li, & Ming Zhou: Forced derivation tree based model training to statistical machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.445-454. [PDF, 761KB]

(2012) Vladimir Eidelman, Jordan Boyd-Graber, & Philip Resnick: Topic models for dynamic translation model adaptation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.115-119. [PDF, 140KB]

(2012) Cecilia Elizalde, Bruno Pouliquen, Christophe Mazenc & José García-Verdugo: TAPTA4UN: collaboration on machine translation between the World Intellectual Property Organization and the United Nations. [Aslib 2012] Translating and the Computer 34, 29-30 November 2012, One Birdcage Walk, London, UK; 3pp. [PDF, 168KB]

(2012) İlknur Durgar El-Kahlout: Recent improvements in Turkish-English machine translation [abstract]. In: Crosslingual Language Technology in service of an integrated multilingual Europe, 4-5 May 2012, University of Hamburg, Germany; pp.11-13. [PDF]

(2012) Ahmed El Kholy & Nizar Habash: Rich morphology generation using statistical machine translation. INLG 2012 Proceedings of the 7th International Natural Language Generation Conference, Utica, May 2012; pp.90-94. [PDF, 100KB]

(2012) Ahmed El Kholy & Nizar Habash: Translate, predict or generate: modeling rich morphology in statistical machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.27-34. [PDF, 174KB]

(2012) Cristina Espańa-Bonet & Pere R.Comas: Full machine translation for factoid question answering. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp. 20-29. [PDF, 192KB]

(2012) Atefeh Farzindar & Wael Khreich: Evaluation of domain adaptation techniques for TRANSLI in a real-world environment. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 5pp. [PDF, 136KB]

(2012) Christian Federmann: Can machine learning algorithms improve phrase selection in hybrid machine translation?  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.113-118. [PDF, 200KB]

(2012) Minwei Feng, Weiwei Sun, & Hermann Ney: Semantic cohesion model for phrase-based SMT. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.867-878. [PDF, 227KB]

(2012) Minwei Feng & Hermann Ney: A tagging-style reordering model for phrase-based SMT. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.17-26. [PDF, 140KB]

(2012) Yang Feng, Dongdong Zhang, Mu Li, Ming Zhou, & Qun Liu: Hierarchical chunk-to-string translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.950-958. [PDF, 152KB]

(2012) Yang Feng, Yang Liu, Qun Liu, & Trevor Cohn: Left-to-right tree-to-string decoding with prediction. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.1191-1200. [PDF, 511KB]

(2012) Andrew Finch, Paul Dixon, & Eiichiro Sumita: Rescoring a phrase-based machine transliteration system with recurrent neural network language models.  [ACL 2012] Proceedings of NEWS 2012 Named Entities Workshop, July 12, 2012, Jeju, Republic of Korea; pp.47-51. [PDF, 188KB]

(2012) Lluís Formiga & José A.R.Fonollosa: Dealing with input noise in statistical machine translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.319-328. [PDF, 129KB]

(2012) Markus Foti: MT@EC: working with translators. [Aslib 2012] Translating and the Computer 34, 29-30 November 2012, One Birdcage Walk, London, UK; 3pp. [PDF, 95KB], presentation: 23 slides [PDF, 588KB]

(2012) Lluís Formiga, Adolfo Hernández, José B.Marińo, & Enric Monte: Improving English to Spanish out-of-domain translations by morphology generalization and generation. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.6-16. [PDF, 274KB]

(2012) Lluís Formiga, Carlos A.Henríquez Q., Adolfo Hernández, José B.Marińo, Enric Monte, & José A.R.Fonollosa: The TALP-UPC phrase-based translation systems for WMT12: morphology simplification and domain adaptation. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.275-282. [PDF, 500KB]

(2012) Alexander Fraser, Marion Weller, Aoife Cahill, & Fabienne Cap: Modeling inflection and word formation in SMT. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.664-674. [PDF, 146KB]

(2012) Guillem Gascó, Martha-Alicia Rocha, Germán Sanchis-Trilles, Jesús Andrés-Ferrer, & Francisco Casacuberta: Does more data always yield better translations?  [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.152-161. [PDF,  162KB]

(2012) Monica Gavrila, Walther v.Hahn, & Cristina Vertan: Same domain different discourse style: a case study on language resources for data-driven machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3441-3446. [PDF, 344KB]

(2012) Anita Gojun & Alexander Fraser: Determining the placement of German verbs in English-to-German SMT. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 726-735. [PDF, 138KB]

(2012) Gong Zheng Xian, Zhang Min, Tan ChewLim, & Zhou GuoDong: Classifier-based tense model for SMT. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.411-420. [PDF, 190KB]

(2012) Zhengxian Gong, Min Zhang, Chewlim Tan, & Guodong Zhou: N-gram-based tense models for statistical machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.276-285. [PDF, 265KB]

(2012) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: Active learning for interactive machine translation. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 245-254. [PDF,

(2012) Jorge González: A finite-state approach to phrase-based statistical machine translation. Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing, Donostia-San Sebastián, July 23-25, 2012; pp.90-98. [PDF, 253KB]

(2012) Isao Goto, Masao Utiyama, & Eiichiro Sumita: Post-ordering by parsing for Japanese-English statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.311-316. [PDF, 346KB]

(2012) Benjamin Gottesman: Statistical machine translation for depassivizing German part-of-speech sequences. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.55-60. [PDF, 441KB]

(2012) Cyril Goutte, Marine Carpuat, & George Foster: The impact of sentence alignment errors on phrase-based machine translation performance. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 147KB]

(2012) Liane Guillou: Improving pronoun translation for statistical machine translation. [EACL 2012] Proceedings of the EACL Student Research Workshop, Avignon, France, 26 April 2012; pp. 1-10. [PDF, 373KB]

(2012) Francisco Guzman & Stephan Vogel: Understanding the performance of statistical MT systems: a linear regression framework. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.1029-1044. [PDF, 148KB]

(2012) Christian Hardmeier: Discourse in statistical machine translation: a survey and a case study. Discours: Revue de Linguistique, Psycholinguistique et Informatique 11, December 2012; 29pp. [PDF, 432KB]

(2012) Christian Hardmeier, Joakim Nivre, & Jörg Tiedemann: Document-wide decoding for phrase-based statistical machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.1179-1190. [PDF, 289KB]

(2012) Bettina Harriehausen-Mühlbauer & Timm Heuss: Semantic web based machine translation. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.1-9. [PDF, 196KB]

(2012) Wei He, Hua Wu, Haifeng Wang, & Ting Liu: Improve SMT quality with automatically extracted paraphrase rules. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.979-987. [PDF, 330KB]

(2012) Xiaodong He & Li Deng: Maximum expected BLEU training of phrase and lexicon translation models. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.292-301. [PDF, 8163KB]

(2012) Maria Holmqvist, Sara Stymne, Lars Ahrenberg, & Magnus Merkel: Alignment-based reordering for SMT.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3436-3440. [PDF, 300KB]

(2012) Matthias Huck, Stephan Peitz, Markus Freitag, & Hermann Ney: Discriminative reordering extensions for hierarchical phrase-based machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.313-320. [PDF, 211KB]

(2012) Matthias Huck & Hermann Ney: Pivot lightly-supervised training for statistical machine translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 158KB]

(2012) Radu Ion: PEXACC: a parallel sentence mining algorithm from comparable corpora. LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2181-2188. [PDF, 852KB]

(2012) Angelina Ivanova: Evaluation of a bilingual dictionary extracted from Wikipedia.  [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.62-66. [PDF, 337KB]

(2012) Fattaneh Jabbari, Somayeh Bakhshaei, Seyed Mohammad Mohammadzadeh Ziabary, & Shahram Khadivi: Developing an open-domain English-Farsi translation system using AFEC, Amirkabir bilingual Farsi-English corpus. AMTA-2012: Fourth workshop on computational approaches to Arabic script-based languages. Proceedings, San Diego, November 1, 2012; pp.17-23. [PDF, 683KB]

(2012) Jie Jiang, Andy Way, Nelson Ng, Rejwanul Haque, Mike Dillinger, & Jun Lu: Monolingual data optimisation for bootstrapping SMT engines. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.17-26. [PDF, 736KB]

(2012) Jie Jiang, Andy Way, & Rejwanul Haque: Translating user-generated content in the social networking space. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 9pp. [PDF, 130KB]

(2012) J.Howard Johnson: Conditional significance pruning: discarding more of huge phrase tables. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 241KB]

(2012) Bevan Jones, Jacob Andreas, Daniel Bauer, Karl Moritz Hermann, & Kevin Knight: Semantics-based machine translation with hyperedge replacement grammars. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.1359-1376. [PDF, 169KB]

(2012) Marcin Junczys-Dowmunt: A phrase table without phrases: rank encoding for better phrase table compression. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.245-252. [PDF, 240KB]

(2012) Marcin Junczys-Dowmunt: Phrasal rank-encoding: exploiting phrase redundancy and translational relations for phrase table compression. Prague Bulletin of Mathematical Linguistics 98, October 2012; pp.63-74. [PDF, 169KB]

(2012) Marcin Junczys-Dowmunt: A space-efficient phrase table implermentation. TSD 2012: 15th International Conference on Text, Speech and Dialogue, Brno, Czech Republic, September 3-7, 2012; abstract #480, 1p. [HTML]

(2012) Casey Redd Kennington, Martin Kay, & Annemarie Friedrich: Suffix trees as language models.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.446-453. [PDF, 1201KB]

(2012) Mahdi Khademian, Kaveh Taghipour, Saab Mansour, & Shahram Khadivi: A holistic approach to bilingual sentence fragment extraction from comparable corpora.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.4073-4079. [PDF, 416KB]

(2012) Maxim Khalilov & Rahzeb Choudury: Building English-Chinese and Chinese-English MT engines for the computer software domain. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.7-11. [PDF, 193KB]

(2012) Mitesh M.Khapra, Ananthakrishnan Ramanathan, & Karthik Visweswariah: Report of the shared task on learning reordering from word alignments at RSMT 2012. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.9-15. [PDF, 328KB]

(2012) Mitesh M.Khapra, Ananthakrishnan Ramanathan, & Karthik Visweswariah: Whitepaper for shared task on learning reordering from word alignments at RSMT 2012. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.1-8. [PDF, 326KB]

(2012) Andreas Kirkedal: Tree-based hybrid machine translation.  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.77-86. [PDF, 260KB]

(2012) Alexandre Klementiev, Ann Irvine, Chris Callison-Burch, & David Yarowsky: Toward statistical machine translation without parallel corpora. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.130-140. [PDF, 344KB]

(2012) Philipp Koehn & Barry Haddow: Interpolated backoff for factored translation models. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 239KB]

(2012) Philipp Koehn & Hieu Hoang: Open source statistical machine translation: Moses, machine translation with open source sofware. [Tutorial at] AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; presentation, 139 slides. [PDF of PPT, 2475KB]

(2012) Prasanth Kolachina, Nicola Cancedda, Marc Dymetman, & Sriram Venkatapathy: Prediction of learning curves in machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.22-30. [PDF, 368KB]

(2012) Gerhard Kremer, Matthias Hartung, Sebastian Padó & Stefan Riezler: Statistical machine translation support improves human adjective translation. Translation: Computation, Corpora,  Cognition 2 (1), July 2012; pp.103-126. [PDF, 266KB]

(2012) Anoop Kunchukuttan & Pushpak Bhattacharyya: Partially modelling word reordering as a sequence labelling problem. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.47-54. [PDF, 123KB]

(2012) Anoop Kunchukuttan & Pushpak Bhattacharyya: Partially modelling word reordering as a sequence labelling problem. COLING: Proceedings of the Workshop on Reordering for Statistical Machine Translation, 9 December 2012; pp.47-54. [PDF, 123KB]

(2012) Takanori Kusumoto & Tomoyosi Akiba: Statistical machine translation without a source-side parallel corpus using word lattice and phrase extension.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3929-3932. [PDF, 352KB]

(2012) Patrik Lambert & Rafael E.Banchs: BIA: a discriminative phrase alignment toolkit. Prague Bulletin of Mathematical Linguistics 97, April 2012; pp.43-53. [PDF, 136KB]

(2012) Patrik Lambert, Holger Schwenk, & Frédéric Blain: Automatic translation of scientific documents in the HAL archive.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3933-3936. [PDF, 329KB]

(2012) Septina Dian Larasati: Improving word alignment by exploiting adapted word similarity. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.41-45. [PDF, 227KB]

(2012) Adrien Lardilleux, François Yvon, & Yves Lepage: Hierarchical sub-sentential alignment with Anymalign. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.279-286. [PDF, 173KB]

(2012) Hyoung-Gyu Lee & Hae-Chang Rim: Decoder-based discriminative training of phrase segmentation for statistical machine translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.611-620. [PDF, 237KB]

(2012) Seung-Wook Lee, Dongdong Zhang, Mu Li, Ming Zhou, & Hae-Chang Rim: Translation model size reduction for hierarchical phrase-based statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.291-295. [PDF, 106KB]

(2012) Gennadi Lembersky, Noam Ordan, & Shuly Wintner: Adapting translation models to translationese improves SMT. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.255-265. [PDF, 173KB]

(2012) Gennadi Lembersky, Noam Ordan, & Shuly Wintner: Language models for machine translation: original vs. translated texts. Computational Linguistics 38 (4); pp.799-825. [PDF, 200KB]

(2012) William D.Lewis & Phong Yang: Building MT for a severely under-resourced language: White Hmong. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 124KB]

(2012) Junhui Li, Zhaopeng Tu, Guodong Zhou, & Joseph van Genabith: Head-driven hierarchical phrase-based translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.33-37. [PDF, 268KB]

(2012) Wang Ling, Joăo Graça, Isabel Trancoso, & Alan Black: Entropy-based pruning for phrase-based machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.962-971. [PDF, 212KB]

(2012) Lemao Liu, Tiejun Zhao, Taro Watanabe, Hailong Cao, & Conghui Zhu: Expected error minimization with ultraconservative update for SMT. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.723-732. [PDF, 144KB]

(2012) Lemao Liu, Hailong Cao, Taro Watanabe, Tiejun Zhao, Mo Yu, & CongHui Zhu: Locally training the log-linear model for SMT. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.402-411. [PDF, 289KB]

(2012) Shujie Liu, Chi-Ho Li, Mu Li & Ming Zhou: Learning translation consensus with structured label propagation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.302-310. [PDF, 204KB]

(2012) Shujie Liu, Chi-Ho Li, Mu Li, & Ming Zhou: Re-training monolingual parser bilingually for syntactic SMT. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.854-862. [PDF, 708KB]

(2012) Shixiang Lu, Wei Wei, Xiaoyin Fu, & Bo Xu: Translation model based cross-lingual language model adaptation: from word models to phrase models. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.512-522. [PDF, 196KB]

(2012) Luong Ngoc Quang: Integrating lexical, syntactic  and system-based features to improve word confidence estimation in SMT. JEP-TALN-RECITAL 2012: Actes de la conference conjointe, Grenoble, 4 au 8 juin 2012; vol.3, pp.43-56. [PDF, 219KB]

(2012) Wei-Yun Ma & Kathleen McKeown: Phrase-level system combination for machine translation based on target-to-target decoding. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 111KB]

(2012) Saab Mansour & Hermann Ney: Arabic-segmentation combination strategies for statistical machine translation. LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3915-3920. [PDF, 351KB]

(2012) Mohammed Mediani, Jan Niehues, & Alex Waibel: Parallel phrase scoring for extra-large corpora. Prague Bulletin of Mathematical Linguistics 98, October 2012; pp.87-98. [PDF, 142KB]

(2012) Dennis N.Mehay & Chris Brew: CCG syntactic reordering models for phrase-based machine translation. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.210-221. [PDF, 184KB]

(2012) Dennis N.Mehay & Michael White: Shallow and deep paraphrasing for improved machine translation parameter optimization. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.27-30. [PDF, 1267KB]

(2012) Thomas Meyer, Andrei Popescu-Belis, Najeh Hajlaoui, & Andrea Gesmundo: Machine translation of labeled discourse connectives. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 196KB]

(2012) Thomas Meyer & Andrei Popescu-Belis: Using sense-labeled discourse connectives for statistical machine translation. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.129-138. [PDF, 275KB]

(2012) Mahsa Mohaghegh, Abdolhossein Sarrafzadeh, & Mehdi Mohammadi: GRAFIX: automated rule-based post editing system to improve English-Persian SMT output. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.873-882. [PDF, 405KB]

(2012) Jin’ichi Murakami, Takuya Nishimura, & Masato Tokuhisa: Two stage machine translation system using pattern-based MT and phrase-based SMT. AMTA-2012: Monolingual machine translation-2012 workshop. Proceedings, San Diego, November 1, 2012; pp.31-40. [PDF, 703KB]

(2012) Preslav Nakov & Hwee Tou Ng: Improving statistical machine translation for a resource-poor language using related resource-rich languages. Journal of Artificial Intelligence Research 44 (2012); pp.179-222. [PDF, 421KB]

(2012) Preslav Nakov & Jörg Tiedemann: Combining word-level and character-level models for machine translation between closely-related languages. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.301-305. [PDF, 122KB]

(2012) Jiří Navrátil, Karthik Visweswariah, & Ananthakrishnan Ramanathan: A comparison of syntactic reordering methods for English-German machine translation. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2043-2058. [PDF, 213KB]

(2012) Graham Neubig, Taro Watanabe, & Shinsuke Mori: Inducing a discriminative parser to optimize machine translation reordering. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.843-853. [PDF, 644KB]

(2012) Jan Niehues & Alex Waibel: Detailed analysis of different strategies for phrase table adaptation in SMT. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF,

(2012) Vassilina Nikoulina, Bogomil Kovachev, Nikolaos Lagos, & Christof Monz: Adaptation of statistical machine translation model for cross-lingual information retrieval in a service context. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.109-119. [PDF, 218KB]

(2012) Vassilina Nikoulina, Agnes Sandor, & Marc Dymetman: Hybrid adaptation of named entity recognition for statistical machine translation. COLING 2012: Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT), Mumbai, December 2012; pp.1-15. [PDF, 198KB]

(2012) Malte Nuhn, Arne Mauser, & Hermann Ney: Deciphering foreign language by combining language models and context vectors. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.156-164. [PDF, 198KB]

(2012) Lene Offersgaard & Dorte Haltrup Hansen: SMT systems for less-resourced languages based on domain-specific data.  [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.75-80. [PDF, 380KB]

(2012) Santanu Pal & Sivaji Bandyopadhyay: Bootstrapping method for chunk alignment in phrase based SMT.  EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp. 93-100. [PDF, 246KB]

(2012) Pavel Pecina, Antonio  Toral, Vassilis Papavassiliou, Prokopis Prokopidis, & Josef van Genabith: Domain adaptation of statistical machine translation using web-crawled resources: a case study. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.145-152. [PDF, 201KB]

(2012) Pavel Pecina, Antonio Toral, & Josef van Genabith: Simple and effective parameter tuning for domain adaptation of statistical machine translation. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2209-2224. [PDF, 166KB]

(2012) Stephan Peitz, Arne Mauser, Joern Wuebker, & Hermann Ney: Forced derivations for hierarchical machine translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.933-942. [PDF, 129KB]

(2012) Volha Petukhova, Rodrigo Agerri, Mark Fishel, Yota Georgakopoulou, Sergio Penkale, Arantza del Pozo, Mirjam Sepesy Maučec, Martin Volk, & Andy Way: SUMAT: data collection and parallel corpus compilation for machine translation of subtitles.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.21-28. [PDF, 285KB]

(2012) Daniele Pighin, Lluís Formiga, & Lluís Mŕrquez: A graph-based strategy to streamline translation quality assessments. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 243KB]

(2012) Juan Pino, Aurelien Waite, & William Byrne: Simple and efficient model filtering in statistical machine translation. Prague Bulletin of Mathematical Linguistics 98, October 2012; pp.5-24. [PDF, 172KB]

(2012) Magdalena Plamada & Martin Volk: Towards a Wikipedia-extracted Alpine corpus.  [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.81-87. [PDF, 364KB]

(2012) Marion Potet, Emmanuelle Esperança-Rodier, Laurent Besacier, & Hervé Blanchon: Collection of a large database of French-English SMT output corrections.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.4043-4048. [PDF, 357KB]

(2012) Bruno Pouliquen, Christophe Mazenc, Cecilia Elizalde, & Jose Garcia-Verdugo: Statistical machine translation prototype using UN parallel documents. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.12-19. [PDF, 251KB]

(2012) Ananthakrishnan Ramanathan & Karthik Visweswariah: A study of word-classing for MT reordering.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3971-3976. [PDF, 409KB]

(2012) Loganathan Ramasamy, Ondřej Bojar, & Zdeněk Žabokrtský: Morphological processing for English-Tamil statistical machine translation. COLING 2012: Proceedings of the Workshop on Machine Translation and Parsing in Indian Languages (MTPIL-2012), Mumbai, December 2012; pp.113-122. [PDF, 542KB]

(2012) Manny Rayner, Pierrette Bouillon, & Barry Haddow: Using source-language transformations to address register mismatches in SMT. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 76KB]

(2012) Majid Razmara, George Foster, Baskaran Sankaran, & Anoop Sarkar: Mixing multiple translation models in statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.940-949. [PDF, 229KB]

(2012) Darcey Riley & Daniel Gildea: Improving the IBM alignment models using variational Bayes. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.306-310. [PDF, 103KB]

(2012) Raphaël Rubino, Stéphane Huet, Fabrice Lefčvre, & Georges Linarčs: Statistical post-editing of machine translation for domain adaptation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.221-228. [PDF, 225KB]

(2012) Avneesh Saluja, Ian Lane, & Ying Zhang: Machine translation with binary feedback: a large-margin approach. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 322KB]

(2012) Rasoul Samad Zadeh Kaljahi, Raphael Rubino, Johann Roturier, & Jennifer Foster: A detailed analysis of phrase-based and syntax-based machine translation: the search for systematic differences. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 140KB]

(2012) Christer Samuelsson: HAL: challenging three key aspects of IBM-style statistical machine translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 917KB]

(2012) V.M.Sánchez-Cartagena, F.Sánchez-Martínez, & J.A.Pérez-Ortiz: An open-source toolkit for integrating shallow-transfer rules into phrase-based statistical machine translation. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.41-54. [PDF, 620KB]

(2012) Amit Sangodkar & Om P.Damani: Re-ordering source sentences for SMT.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2164-2171. [PDF, 649KB]

(2012) Baskaran Sankaran, Gholamreza Haffari, & Anoop Sarkar: Compact rule extraction for hierarchical phrase-based translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 342KB]

(2012) Baskaran Sankaran, Majid Razmara, & Anoop Sarkar: Kriya – an end-to-end hierarchical phrase-based MT system. Prague Bulletin of Mathematical Linguistics 97, April 2012; pp.83-98. [PDF,

(2012) Holger Schwenk: Continuous space translation models for phrase-based statistical machine translation. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.1071-1080. [PDF, 124KB]

(2012) Holger Schwenk, Anthony Rousseau, & Mohammed Attik: Large, pruned or continuous space language models on a GPU for statistical machine translation. NAACL-HLT Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, Montréal, Canada, June 8, 2012; pp.11-19. [PDF, 198KB]

(2012) Rico Sennrich: Mixture-modeling with unsupervised clusters for domain adaptation in statistical machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.185-192. [PDF, 217KB]

(2012) Rico Sennrich: Perplexity minimization for translation model domain adaptation in statistical machine translation.  [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 539-549. [PDF, 160KB]

(2012) Christophe  Servan & Simon Petitrenaud: Calculation of phrase probabilities for statistical machine translation by using belief functions. Proceedings of COLING 2012: Posters, Mumbai, December 2012; pp.1101-1110. [PDF, 120KB]

(2012) Kashif Shah, Loďc Barrault, & Holger Schwenk: A general framework to weight heterogenous parallel data for model adaptation in statistical machine translation.  AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 194KB]

(2012) Reshef Shilon, Hanna Fadida, & Shuly Wintner: Incorporating linguistic knowledge in statistical machine translation: translating prepositions. EACL Workshop on Innovative Hybrid Approaches to the Processing of Textual Data,  23 April 2012, Avignon, France; pp.106-114. [PDF, 137KB]

(2012) Joăo Silva, Luísa Coheur, Ângela Costa, & Isabel Trancoso: Dealing with unknown words in statistical machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3977-3981. [PDF, 406KB]

(2012) Patrick Simianer, Stefan Riezler, & Chris Dyer: Joint feature selection in distributed stochastic learning for large-scale discriminative training in SMT. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.11-21. [PDF, 281KB]

(2012) Nimesh Singh & Nizar Habash: Hebrew morphological preprocessing for statistical machine translation. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.43-50. [PDF, 146KB]

(2012) Inguna Skadiņa, Ahmet Aker, Nikos Mastropavlos, Fangzhong Su, Dan Tufis, Mateja Verlic, Andrejs Vasiļjevs, Bogdan Babych, Paul Clough, Robert Gaizauskas, Nikos Glaros, Monica Lestari Paramita, & Mārcis Pinnis: Collecting and using comparable corpora for statistical machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.438-445. [PDF, 608KB]

(2012) Artem Sokolov, Guillaume Wisniewski, & François Yvon: Computing lattice BLEU oracle scores for machine translation. [EACL 2012] Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp.120-129. [PDF, 258KB]

(2012) Artem Sokolov, Guillaume Wisniewski & François Yvon: Non-linear n-best list reranking with few features. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 326KB]

(2012) David Stallard, Jacob Devlin, Michael Kayser, Yoong Keok Lee, & Regina Barzilay: Unsupervised morphology rivals supervised morphology for Arabic MT. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.322-327. [PDF, 107KB]

(2012) Josef Steinberger & Marco Turchi: Machine translation for multilingual summary content evaluation. Proceedings of the NAACL-HLT Workshop on Evaluation Metrics and System Comparison for Automatic Summarization, Montréal, Canada, June 3-8, 2012; pp.19-27. [PDF, 126KB]

(2012) Sara Stymne: Clustered word classes for preordering in statistical machine translation. EACL Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP,  23-27 April 2012, Avignon, France; pp. 28-34. [PDF, 108KB]

(2012) Sara Stymne, Henrik Danielsson, Sofia Bremin, Hongzhan Hu, Johanna Karlsson, Anna Prytz Lillkull, & Martin Wester: Eye tracking as a tool for machine translation error analysis.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.1121-1126. [PDF, 357KB]

(2012) Fangzhong Su & Bogdan Babych: Development and application of a cross-language document comparability metric.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.3956-3962. [PDF, 582KB]

(2012) Jinsong Su, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, & Qun Liu: Translation model adaptation for statistical machine translation with monolingual topic information. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.459-468. [PDF, 368KB]

(2012) Hong Sun & Ming Zhou: Joint learning of a dual SMT system for paraphrase generation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.38-42. [PDF, 121KB]

(2012) Gregor Thurmair & Vera Aleksić: Creating term and lexicon entries from phrase tables. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.253-260. [PDF, 423KB]

(2012) Jörg Tiedemann, Dorte Haltrup Hansen, Lene Offersgaard, Sussi Olsen, & Matthias Zumpe: A distributed resource repository for cloud-based machine translation.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2207,2213. [PDF, 441KB]

(2012) Antonio Toral: Pivot-based machine translation between statistical and black box systems. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.321-328. [PDF, 187KB]

(2012) Dan Tufiş & Ştefan Daniel Dumitrescu: Cascaded phrase-based statistical machine translation systems. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.129-136. [PDF, 252KB]

(2012) Marco Turchi, Cyril Goutte, & Nello Cristianini: Learning machine translation from in-domain and out-of-domain data. EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; pp.305-312. [PDF, 160KB]

(2012) Marco Turchi, Martin Atkinson, Alastair Wilcox, Brett Crawley, Stefano Bucci, Ralf Steinberger, & Erik van der Goot: ONTS: optima news translation system. [EACL 2012] Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012; pp. 25-30. [PDF, 323KB]

(2012) Ferhan Ture, Jimmy Lin, & Douglas W.Oard: Combining statistical translation techniques for cross-language information retrieval. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2685-2701. [PDF, 207KB]

(2012) Joachim Van den Bogaert & Kim Scholte: CrossLang Moses SMT production system. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.95. [PDF, 82KB]

(2012) Andrejs Vasiļjevs: LetsMT! – platform to drive development and application of statistical machine translation.  [BUCC 2012] The 5th Workshop on Building and Using Comparable Corpora: “Language Resources for Machine Translation in Less-Resourced Languages and Domains”,  LREC 2012 Workshop, 26 May 2012, Istanbul, Turkey; pp.20-23. [PDF, 444KB]

(2012) Ashish Vaswani, Liang Huang, & David Chiang: Smaller alignment models for better translations: unsupervised word alignment with the l0-norm. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.311-319. [PDF, 127KB]

(2012) Špela Vintar, Darja Fišer, & Aljoša Vrščaj: Were the clocks striking or surprising? Using WSD to improve MT performance. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.87-92. [PDF, 283KB]

(2012) Mengqiu Wang & Christopher D.Manning: Probabilistic finite state machines for regression-based MT evaluation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.984-994. [PDF, 613KB]

(2012) Pidong Wang, Preslav Nakov, & Hwee Tou Ng: Source language adaptation for resource-poor machine translation. EMNLP-CoNLL 2012: Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the conference, July 12-14, Jeju Island, Korea; pp.286-296. [PDF, 171KB]

(2012) Rui Wang, Petya Osenova, & Kiril Simov: Linguistically-augmented Bulgarian-to-English statistical machine translation model. EACL Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra): Proceedings of the workshop, 23-24 April 2012, Avignon, France; pp.119-128. [PDF, 163KB]

(2012) Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Och, & Peng Xu: Improved domain adaptation for statistical machine translation.  AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 103KB]

(2012) Chris Wendt: Machine translation at Microsoft. [Aslib 2012] Translating and the Computer 34, 29-30 November 2012, One Birdcage Walk, London, UK; presentation: 39 slides [PDF, 3543KB]

(2012) Xianchao Wu, Takuya Matsuzaki, & Jun’ichi Tsujii: Akamon: an open source toolkit for tree/forest-based statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 10 July 2012, System Demonstrations; pp.127-132. [PDF, 501KB]

(2012) Xianchao Wu, Katsuhito Sudoh, Kevin Duh, Hajime Tsukada, & Masaaki Nagata: A comparative study of target dependency structures for statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.100-104. [PDF, 750KB]

(2012) Xinyan Xiao, Deyi Xiong, Yang Liu, Qun Liu, & Shouxun Lin: Unsupervised discriminative induction of synchronous grammar for machine translation. Proceedings of COLING 2012: Technical Papers, Mumbai, December 2012; pp.2883-2898. [PDF, 252KB]

(2012) Joern Wuebker, Hermann Ney, & Richard Zens: Fast and scalable decoding with language model look-ahead for phrase-based statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.28-32. [PDF, 113KB]

(2012) Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, & Hermann Ney: Jane 2: open source phrase-based and hierarchical statistical machine translation. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp. 483-491. [PDF, 160KB]

(2012) Ning Xi, Guangchao Tang, Xinyu Dai, Shujian Huang, & Jiajun Chen: Enhancing statistical machine translation with character alignment. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.285-290. [PDF, 171KB]

(2012) Tong Xiao, Jingbo Zhu, Hao Zhang, & Qiang Li: NiuTrans: an open source toolkit for phrase-based and syntax-based machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 10 July 2012, System Demonstrations; pp.19-24. [PDF, 258KB]

(2012) Xinyan Xiao, Deyi Xiong, Min Zhang, Qun Liu, & Shouxun Lin: A topic similarity model for hierarchical phrase-based translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.750-758. [PDF, 630KB]

(2012) Deyi Xiong, Min Zhang, & Haizhou Li: Modeling the translation of predicate-argument structure for SMT. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.902-911. [PDF, 172KB]

(2012) Mei Yang & Katrin Kirchhoff: Unsupervised  translation disambiguation for cross-domain statistical machine translation. AMTA-2012: the Tenth Biennial Conference of the Association for Machine Translation in the Americas. Proceedings, San Diego, CA, October 28 – November 1, 2012; 10pp. [PDF, 424KB]

(2012) Nan Yang, Mu Li, Dongdong Zhang, & Nenghai Yu: A ranking-based approach to word reordering for statistical machine translation. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012; pp.912-920. [PDF,

(2012) Hui Zhang & David Chiang: An exploration of forest-to-string translation: does translation help or hurt parsing? [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.317-321. [PDF, 49KB]

(2012) Jingbo Zhu, Tong Xiao, & Chunliang Zhang: Learning better rule extraction with translation span alignment. [ACL 2012] Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Jeju, Republic of Korea, 8-14 July 2012, Short Papers; pp.280-284. [PDF, 235KB]

(2012) Confident MT: estimating translation quality for improved statistical machine translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.98. [PDF, 424KB]

(2012) FAUST: feedback analysis for user adaptive statistical translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.92. [PDF, 107KB]

(2012) LetsMT!: do-it-yourself machine translation factory on the cloud. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.100. [PDF, 156KB]

(2012) matecat: machine translation enhanced computer assisted translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.202. [PDF, 85KB]

(2012) MosesCore: Moses open source evaluation and support co-ordination for outreach and exploitation.  [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.201. [PDF, 76KB]

(2012) SUMAT: an online service for Subtitling by MAchine Translation. [Project paper at] EAMT 2012: Proceedings of the 16th Annual Conference of the European Association for Machine Translation, Trento, Italy, May 28-30 2012, ed. Mauro Cettolo, Marcello Federico, Lucia Specia, Andy Way; p.203. [PDF, 97KB]

(2011) Proceedings of IWSLT 2011: Proceedings of the International Workshop on Spoken Language Translation, San Francisco, December 8-9, 2011, ed. Marcello Federico, Mei-Yuh Hwang, Margit Rödder, Sebastian Stüker.

(2011) [WMT 2011] Proceedings of the 6th Workshop on Statistical Machine Translation, Edinburgh, Scotland, UK, July 30-31, 2011

(2011) proceedings of Machine Translation and Morphologically-rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 24 January, 2011

(2011) Proceedings of SSST-5, Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation, ACL HLT 2011, Portland, Oregon, USA, June 2011

(2011) Takako Aikawa & Spencer Rarrick: Are numbers good enough for you? A linguistically meaningful MT evaluation method. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.332-337. [PDF, 145KB]

(2011) Hala Almaghout, Jie Jiang, & Andy Way: CCG contextual labels in hierarchical phrase-based SMT. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.281-288. [PDF, 317KB]; presentation, 25 slides [PDF, 964KB]

(2011) Vamshi Ambati, Stephan Vogel, & Jaime Carbonell: Multi-strategy approaches to active learning for statistical machine translation.  MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.122-129. [PDF, 432KB]

(2011) Sankaranarayanan Ananthakrishnan, Rohit Prasad, & Prem Natarajan: On-line language model biasing for statistical machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.445-449. [PDF, 95KB]

(2011) Sankaranarayanan Ananthakrishnan, Shiv Vitaladevuni, Rohit Prasad, & Prem Natarajan: Source error-projection for sample selection in phrase-based SMT for resource-poor languages. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.819-827. [PDF, 425KB]

(2011) Jacob Aron: Cracking the code of machine translation. New Scientist, vol.210, issue 2817, June 2011; 2pp.

(2011) Pratyush Banerjee, Sudip Kumar Naskar, Johann Roturier, Andy Way, & Josef van Genabith: Domain adaptation in statistical machine translation of user-forum data using component-level mixture modelling. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.285-292. [PDF, 137KB]

(2011) Hanna Béchara, Yanjun Ma, & Josef van Genabith: Statistical post-editing for a statistical MT system. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.308-315. [PDF, 75KB]

(2011) Daniel Emilio Beck: Syntax-based statistical machine translation using tree automata and tree transducers. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Student Session, Portland, Oregon, June 19-24, 2011; pp.36-40. [PDF, 124KB]

(2011) Karim Benzineb & Jacques Guyot: Building blocks to integrate a Moses MT engine into the production translation work-flow with reference to the World Trade Organization and other clients.  Translating and the Computer 33, 17-18 November 2011, London; 11pp. [PDF, 194KB]

(2011) Alexandra Birch & Miles Osborne: Reordering metrics for MT. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1027-1035. [PDF, 976KB]

(2011) Phil Blunsom: Decoding: statistical machine translation. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 34 slides [PDF of PPT,  401KB]

(2011) Dhouha Bouamor, Nasredine Semmar, & Pierre Zweigenbaum: Improved statistical machine translation using multiword expressions. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.15-20. [PDF, 345KB]

(2011) Alexandru Ceauşu & Dan Tufiş: Addressing SMT data sparseness when translating into morphologically-rich languages. Proceedings of the 8th international NLPSC workshop. Special theme: Human-machine interaction in translation, Copenhagen Business School, 20-21 August 2011; ed.Bernadette Sharp, Michael Zock, Michael Carl, Arnt Lykke Jakobsen (Copenhagen Studies in Language 41), Frederiksberg: Samfundslitteratur, 2011; pp.57-68. [PDF, 1886KB]

(2011) Mauro Cettolo, Nicola Bertoldi, & Marcello Federico: Bootstrapping Arabic-Italian SMT through comparable texts and pivot translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.249-256. [PDF, 354KB]; presentation, 12 slides [PDF]

(2011) Mauro Cettolo, Nicola Bertoldi, & Marcello Federico: Methods for smoothing the optimizer instability in SMT. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.32-39. [PDF, 150KB]

(2011) Yin-Wen Chang & Michael Collins: Exact decoding of phrase-based translation models through Lagrangin relaxation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.26-37. [PDF, 312KB]

(2011) Boxing Chen, Roland Kuhn, George Foster, & Howard Johnson: Unpacking and transforming feature functions: new ways to smooth phrase tables.  MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.269-275. [PDF, 158KB]

(2011) Han-Bin Chen, Hen-Hsen Huang, Jengwei Tjiu, Ching-Ting Tan, & Hsin-His Chen: Identification and translation of significant patterns for cross-domain SMT applications. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.277-284. [PDF, 137KB]

(2011) Yu Chen, Rui Wang, & Yi Zhang: Statistical machine transliteration with multi-to-multi joint source channel model. [IJCNLP 2011] Proceedings of the 2011 Named Entities Workshop, Chiang Mai, Thailand, November 12, 2011; pp.101-105. [PDF, 194 KB]

(2011) David Chiang, Steve DeNeefe, & Michael Pust: Two easy improvements to lexical weighting. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.455-460. [PDF, 310KB]

(2011) Jonathan H.Clark, Chris Dyer, Alon Lavie, & Noah A.Smith: Better hypothesis testing for statistical machine translation: controlling for optimizer instability. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.176-181. [PDF, 146KB]

(2011) Ann Clifton & Anoop Sarkar: Combining morpheme-based machine translation with post-processing morpheme prediction. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.32-42. [PDF, 287KB]

(2011) Marta R.Costa-jussŕ, Carlos Henríquez, & Rafael E.Banchs: Enhancing scarce-resource language translation through pivot combinations. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1361-1365. [PDF, 153KB]

(2011) Josep M.Crego, François Yvon, & José B.Marińo: Ncode: an open source bilingual n-gram SMT toolkit. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.49-58. [PDF, 190KB]; presentation, 59 slides [PDF of PPT, 878KB]

(2011) Fabien Cromieres & Sadao Kurohashi: Efficient retrieval of tree translation examples for syntax-based machine translation.  [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.508-518. [PDF, 616KB]

(2011) Pradeep Dasigi & Mona Diab: Named entity transliteration generation leveraging statistical machine translation technology. [IJCNLP 2011] Proceedings of the 2011 Named Entities Workshop, Chiang Mai, Thailand, November 12, 2011; pp.106-111. [PDF, 116KB]

(2011) Lei Cui, Dongdong Zhang, Mu Li, & Ming Zhou: Function word generation in statistical machine translation systems. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.139-146. [PDF, 184KB]

(2011) Sandipan Dandapat, Sara Morrissey, Andy Way, & Mikel L.Forcada: Using example-based MT to support statistical MT when translating homogeneous data in a resource-poor setting. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.201-208. [PDF, 413KB]; presentation, 24 slides [PDF]

(2011) Jacob Devlin, Antti-Veikko I.Rosti, Shankar Ananthakrishnan, & Spyros Matsoukas: System combination using discriminative cross-adaptation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.667-675. [PDF, 627KB]

(2011) Nan Duan, Mu Li, & Ming Zhou: Hypothesis mixture decoding for statistical machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1258-1267. [PDF, 1027KB]

(2011) Nan Duan, Mu Li, Ming Zhou, & Lei Cui: Improving phrase extraction via MBR phrase scoring and pruning. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.189-197. [PDF, 302KB]

(2011) Kevin Duh, Katsuhito Sudoh, Xianchao Wu, Hajime Tsukada, & Masaaki Nagata: Generalized minimum Bayes risk system combination. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1356-1360. [PDF, 162KB]

(2011) Kevin Duh, Akinori Fujino, & Masaaki Nagata: Is machine translation ripe for cross-lingual sentiment classification?  ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.429-433. [PDF, 95KB]

(2011) Nadir Durrani, Helmut Schmid, & Alexander Fraser: A joint sequence translation model with integrated reordering. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1045-1054. [PDF, 254KB]

(2011) Chris Dyer: Introduction to statistical machine translation. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 85 slides [PDF of PPT, 6687KB]

(2011) Andreas Eisele & Caroline Lavecchia: Using statistical machine translation for computer-aided translation at the European Commission. Proceedings of the Third Joint EM+/CNGL Workshop “Bringing MT to the User: Research Meets Translators” (JEC ’11), Luxembourg, 14 October 2011; pp.3-12. [PDF, 1125KB]

(2011) Ahmed El Kholy & Nizar Habash: Automatic error analysis for morphologically rich languages. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.225-232. [PDF, 219KB]

(2011) Cristina Espańa i Bonet: Practical introduction to statistical machine translation. Tutorial at: GF Summer School, 23 August 2011, Universitat Politčcnica de Catalunya, Barcelona; 280slides [PDF of PPT, 3021KB]

(2011) Cristina Espańa-Bonet: SMT within MOLTO’s hybrid translation system. Tutorial at: GF Summer School, 25 August 2011, Universitat Politčcnica de Catalunya, Barcelona; 43slides [PDF of PPT, 479KB]

(2011) Cristina Espańa-Bonet, Lluís Mŕrquez, Gorka Labaka, Arantza Díaz de Ilarraza, & Kepa Sarasola: Hybrid machine translation guided by a rule-based system. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.554-561. [PDF, 268KB]

(2011) Cristina Espańa-Bonet, Ramona Enache, Adam Slaski, Aarne Ranta, Lluís Mŕrquez, & Meritxell Gonzŕlez: Patent translation within the MOLTO project. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.70-78. [PDF, 217KB]

(2011) Marcello Federico: Aspects of tree-based statistical machine translation. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 66 slides [PDF of PPT, 2112KB]

(2011) Christian Federmann, Sabine Hunsicker, Yu Chen, & Rui Wang: DFKI system combination using syntactic information at ML4HMT-2011. [LIHMT] ML4HMT 2011: Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation, 19th November, Barcelona Media, Barcelona; pp.104-109. [PDF, 294KB]

(2011) Andrew Finch, Paul Dixon, & Eiichiro Sumita: Integrating models derived from non-parametric Bayesian co-segmentation into a statistical machine transliteration system. [IJCNLP 2011] Proceedings of the 2011 Named Entities Workshop, Chiang Mai, Thailand, November 12, 2011; pp.23-27. [PDF, 266KB]

(2011) Andrew Finch, Wei Song, Kumiko Tanana-Ishii, & Eiichiro Sumita: Source language generation from pictures for machine translation on mobile devices. Proceedings of the 8th international NLPSC workshop. Special theme: Human-machine interaction in translation, Copenhagen Business School, 20-21 August 2011; ed.Bernadette Sharp, Michael Zock, Michael Carl, Arnt Lykke Jakobsen (Copenhagen Studies in Language 41), Frederiksberg: Samfundslitteratur, 2011; pp.263-274. [PDF, 1504KB]

(2011) Souhir Gahbiche-Braham, Hélčne Bonneau-Maynard, & François Yvon: Two ways to use a noisy parallel news corpus for improving statistical machine translation. ACL 2011: Proceedings of the Fourth Workshop on Building and Using Comparable Corpora, Portland, Oregon, USA, 24 June 2011; pp.44-51. [PDF, 176KB]

(2011) Ankur Gandhe, Rashmi Gangadharaiah, Karthik Visweswariah, & Ananthakrishnan Ramanathan: Handling verb phrase morphology in highly inflected Indian languages for machine translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.111-119. [PDF, 256KB]

(2011) Rashmi Gangadharaiah: Reducing asymmetry between language-pairs to improve alignment and translation quality. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1346-1350. [PDF, 239KB]

(2011) Qin Gao & Stephan Vogel: Corpus expansion for statistical machine translation with semantic role label substitution rules. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.294-298. [PDF, 151KB]

(2011) Federico Gaspari, Antonio Toral & Sudip Kumar Naskar: User-focused task-oriented MT evaluation for wikis: a case study. Proceedings of the Third Joint EM+/CNGL Workshop “Bringing MT to the User: Research Meets Translators” (JEC ’11), Luxembourg, 14 October 2011; pp.13-22. [PDF, 961KB]

(2011) Monica Gavrila & Natalia Elita: Comparing corpus-based MT approaches using restricted resources. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.43-49. [PDF, 304KB]

(2011) Monica Gavrila & Natalia Elita: Experiments with small-sized corpora in CBMT. [RANLP 2011] Proceedings of the Student Research Workshop associated with RANLP 2011, Hissar, Bulgaria, 13 September 2011; pp.67-72. [PDF, 113KB]

(2011) Monica Gavrila & Cristina Vertan: Training data in statistical machine translation – the more, the better?  [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.551-556. [PDF, 282KB]

(2011) Sumukh Ghodke, Steven Bird, & Rui Zhang: A breadth-first representation for tree matching in large scale forest-based translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.785-793. [PDF, 941KB]

(2011) Kevin Gimpel & Noah A.Smith: Quasi-synchronous phrase dependency grammars for machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.474-485. [PDF, 360KB]

(2011) Chooi-Ling Goh, Takashi Onishi, & Eiichiro Sumita: Rule-based reordering constraints for phrase-based SMT. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.113-120. [PDF, 446KB]

(2011) Zhengxian Gong, Min Zhang, & Guodong Zhou: Cache-based document-level statistical machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.909-919. [PDF, 330KB]

(2011) Zhengxian Gong, Guodong Zhou, & Liangyou Li: Improve SMT with source-side “topic-document” distributions. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.496-501. [PDF, 297KB]

(2011) Barry Haddow: Phrase-based models. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 28 slides [PDF of PPT, 151KB]

(2011) Barry Haddow: Word-based models. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 49 slides [PDF of PPT, 236KB]

(2011) Christian Hardmeier: Improving machine translation quality prediction with syntactic tree kernels. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.233-240. [PDF, 633KB] ; presentation, 18 slides [PDF]

(2011) Eva Hasler, Barry Haddow & Philipp Koehn: Margin infused relaxed algorithm for Moses. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.69-78. [PDF, 137KB]; presentation, 38 slides [PDF of PPT, 597KB]

(2011) Jun Hatori & Hisami Suzuki: Japanese pronunciation prediction as phrasal statistical machine translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.120-128. [PDF, 580KB]

(2011) Jing He & Hongyu Liang: Word-reordering for statistical machine translation using trigram language model. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1288-1293. [PDF, 513KB]

(2011) Wei He, Shiqi Zhao, Haifeng Wang, & Ting Liu: Enriching SMT training data via paraphrasing. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.803-810. [PDF, 157KB]

(2011) Yifan He, Yanjun Ma, Andy Way, & Josef van Genabith: Rich linguistic features for translation memory-inspired consistent translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.456-463. [PDF, 159KB]

(2011) Kenneth Heafield: Language modeling. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 66 slides [PDF of PPT, 585KB]

(2011) Carlos A.Henríquez Q., José B.Marińo, & Rafael E.Banchs: Deriving translation units using small additional corpora. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.121-128. [PDF, 438KB]

(2011) Hieu Hoang: Mixed syntax translation. Invited talk at: Sixth Machine Translation Marathon, 5-10 September 2011, Trento, Italy; 75 slides [PDF of PPT, 1361KB]

(2011) Susan Howlett & Mark Dras: Clause restructuring for SMT not absolutely helpful . ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.384-388. [PDF, 91KB]

(2011) Matthias Huck, David Vilar, Daniel Stein, & Hermann Ney: Advancements in Arabic-to-English hierarchical machine translation. [EAMT  2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.273-280. [PDF, 396KB]; presentation, 23 slides [PDF]

(2011) Tomáš Hudík & Achim Ruopp: The integration of Moses into localization industry. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.47-53. [PDF, 449KB]

(2011) Gonzalo Iglesias: Hierarchical phrase-based translation with weighted finite-state transducers. Best thesis award (2010) presented at [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 31 May 2011, Leuven, Belgium; 24 slides [PDF,

(2011) Gonzalo Iglesias, Cyril Allauzen, William Byrne, Adriŕ de Gispert, & Michael Riley: Hierarchical phrase-based translation representations. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.1373-1383. [PDF, 334KB]

(2011) Suhel Jaber, Sara Tonelli, & Rodolfo Delmonte: Venetan to English machine translation: issues and possible solutions. Proceedings of the 8th international NLPSC workshop. Special theme: Human-machine interaction in translation, Copenhagen Business School, 20-21 August 2011; ed.Bernadette Sharp, Michael Zock, Michael Carl, Arnt Lykke Jakobsen (Copenhagen Studies in Language 41), Frederiksberg: Samfundslitteratur, 2011; pp.69-80. [PDF, 873KB]

(2011) Bushra Jawaid & Daniel Zeman: Word-order issues in English-to-Urdu statistical machine translation. Prague Bulletin of Mathematical Linguistics, no.95, April 2011; pp.87-106. [PDF, 1006KB]

(2011) Jie Jiang, Zeeshan Ahmed, Julie Carson-Berndsen, Peter Cahill, & Andy Way: Phonetic representation-based speech translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.81-88. [PDF, 320KB]

(2011) Miriam Kaeshammer & Dominikus Wetzel: Enriching phrase-based statistical machine translation with POS information.  [RANLP 2011] Proceedings of the Student Research Workshop associated with RANLP 2011, Hissar, Bulgaria, 13 September 2011; pp.33-40. [PDF, 127KB]

(2011) Jason Katz-Brown, Slav Petrov, Ryan McDonald, Franz Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, & Hideto Kazawa: Training a parser for machine translation reordering. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.183-192. [PDF, 192KB]

(2011) Maxim Khalilov & Khalil Sima’an: Context-sensitive syntactic source-reordering by statistical translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.38-46. [PDF, 327KB]

(2011) Philipp Koehn: Moses statistical machine translation system.  META-FORUM 2011: Solutions for multilingual Europe, June 27/28 2011, Hotel Marriott, Budapest, Hungary; 12 slides [PDF of PPT, 492KB]

(2011) Philipp Koehn: Tree-based models: statistical machine translation. Lecture at: Sixth Machine Translation Marathon, 5-10 September, Trento, Italy; 120 slides [PDF of PPT, 1806KB]

(2011) Gorka Labaka, Arantza Díaz de Ilarraza, Cristina Espańa-Bonet, Kepa Sarsola, & Lluís Mŕrquez: Deep evaluation of hybrid architectures: simple metrics correlated with human judgments. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.50-57. [PDF, 313KB]

(2011) Alon Lavie: Statistical MT with syntax and morphology: challenges and some solutions [abstract]. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; p.13. [PDF, 139KB]

(2011) Hyoung-Gyu Lee, Joo-Young Lee, Min-Jeong Kim, Hae-Chang Rim, Joong-Hwi Shin, & Young-Sook Hwang: Phrase segmentation model using collocation and translational entropy.  MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.198-205. [PDF, 203KB]

(2011) Xianhua Li, Yajuan Lü, Yao Meng, Qun Liu, & Hao Yu: Feedback selecting of manually acquired rules using automatic evaluation. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.52-59. [PDF, 185KB]

(2011) Wang Ling, Joăo Graça, David Martins de Matos, Isabel Trancoso, & Alan Black: Discriminative phrase-based lexicalized reordering models using weighted reordering graphs. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.47-55. [PDF, 275KB]

(2011) Wang Ling, Tiago Luís, Joăo Graça, Luísa Coheur, & Isabel Trancoso: Reordering modeling using weighted alignment matrices. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.450-454. [PDF, 121KB]

(2011) Chang Liu, Daniel Dahlmeier & Hwee Tou Ng: Better evaluation metrics lead to better machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.375-384. [PDF, 264KB]

(2011) Lemao Liu, Tiejun Zhao, Chao Wang, & Hailong Cao: A unified and discriminative soft syntactic constraint model for hierarchical phrase-based translation.  MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.253-260. [PDF, 197KB]

(2011) Shujie Liu, Chi-Ho Li & Ming Zhou: Statistic machine translation boosted with spurious word deletion. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.72-79. [PDF, 239KB]

(2011) Shujie Liu, Chi-Ho Li, & Ming Zhou: A unified SMT framework combining MIRA and MERT. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.181-188. [PDF, 233KB]

(2011) Yupeng Liu, Tiejun Zhao, & Sheng Li: Hypergraph training and decoding of system combination in SMT. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.570-577 [PDF, 235KB]

(2011) Zhanyi Liu, Haifeng Wang, Hua Wu, Ting Liu, & Sheng Li: Reordering with source language collocations. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1036-1044. [PDF, 462KB]

(2011) Chi-kiu Lo & Dekai Wu: A radically simple, effective annotation and alignment methodology for semantic frame based SMT and MT evaluation. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.58-65. [PDF, 898KB]

(2011) Jeff Ma & Spyros Matsoukas: Building a statistical machine translation system for translating patent documents. [MT Summit XIII] 4th Workshop on Patent Translation, Shoichi Yokoyama (ed,), Xiamen, China, September 23, 2011; pp.79-85. [PDF, 145KB]

(2011) Jeff Ma, Spyros Matsoukas, & Richard Schwartz: Improving low-resource statistical machine translation with a novel semantic word clustering algorithm. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.352-359. [PDF, 160KB]

(2011) Yanjun Ma, Yifan He, Andy Way, & Josef van Genabith: Consistent translation using discriminative learning: a trnslation memory-inspired approach. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1239-1248. [PDF, 193KB]

(2011) Maria José Machado & Hilário Leal Fontes: Machine translation: case study – English into Portuguese – evaluation of Moses in DGT Portuguese Language Department using Moses for Mere Mortals. A Folha: Boletim da Língua Portuguesa nas Instituiçőes Europeias, no.37, autumn 2011; English version, 11pp. [PDF, 967KB]

(2011) Coşkun Mermer & Murat Saraçlar: Bayesian word alignment for statistical machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.182-187. [PDF, 140KB]

(2011) Christof Monz: Statistical machine translation with local language models. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.869-879. [PDF, 407KB]

(2011) Markos Mylonakis & Khalil Sima’an: Learning hierarchical translation structure with linguistic annotations. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.642-652. [PDF, 165KB]

(2011) Preslav Nakov & Hwee Tou Ng: Translating from morphologically complex languages: a paraphrase-based approach. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1298-1307. [PDF, 156KB]

(2011) Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shinsuke Mori, & Tatsuya Kawahara: An unsupervised model for joint phrase alignment and extraction. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.632-641. [PDF, 782KB]

(2011) Takashi Onishi, Masao Utiyama, & Eiichiro Sumita: Reordering constraint based on document-level context. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.434-438. [PDF, 128KB]

(2011)  Daniel Ortiz Martínez: Advances in fully-automatic and interactive phrase-based statistical machine translation. Thesis presented at Universidad Politécnica de Valencia, Departamento de Sistemas Informáticos y Computación, September 2011; 259pp. [PDF, 2121KB]

(2011) Sergio Ortiz Rojas & Santiago Cortés Vaíllo: Using Apertium linguistic data for tokenization to improve Moses SMT performance. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.29-34. [PDF, 282KB]

(2011) Santanu Pal, Tanmoy Chakraborty, & Sivaji Bandyopadhyay: Handling multiword expressions in phrase-based statistical machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.215-224. [PDF, 161KB]

(2011) Alexandre Patry & Philippe Langlais: Going beyond word cooccurrences in global lexicon selection for statistical machine translation using a multilayer perceptron. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.658-666. [PDF, 428KB]

(2011) Michael Paul & Eiichiro Sumita: Translation quality indicators for pivot-based statistical MT. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.811-818. [PDF, 938KB]

(2011) Michael Paul, Andrew Finch, Paul R.Dixon, & Eiichiro Sumita: Dialect translation: integrating Bayesian co-segmentation models with pivot-based SMT. [EMNLP 2011] DIALECTS2011: Proceedings of the First Workshop on Algorithms and Resources for Modelling of Dialects and Language Varieties, Edinburgh, Scotland, UK, July 31, 2011; pp.1-9. [PDF, 210KB]

(2011) Adam Pauls & Dan Klein: Faster and smaller n-gram language models. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.258-267. [PDF, 246KB]

(2011) Pavel Pecina, Antonio Toral, Andy Way, Vassilis Papavassiliou, Prokopis Prokopidis, & Maria Giagkou: Towards using web-crawled data for domain adaptation in statistical machine translation. [EAMT 2011]:  proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.297-304. [PDF, 363KB]; presentation, 25 slides [PDF]

(2011) Aaron B.Phillips & Ralf D.Brown: Training machine translation with a second-order Taylor approximation of weighted translation instances. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.40-47. [PDF, 198KB]

(2011) Andrei Popescu-Belis, Bruno Cartoni, Andrea Gesmundo, James Henderson, Cristina Grisot, Paola Merlo, Thomas Meyer, Jacques Moeschler & Sandrine Zufferey: Improving MT coherence through text-level processing of input texts: the COMTIS projectTralogy, Paris, 3-4 March 2011;  17pp. [PDF, 169KB]

(2011) Maja Popović: Hjerson: an open source tool for automatic error classification of machine translation output. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.59-67. [PDF, 121KB]; presentation, 20 slides [PDF of PPT, 226KB]

(2011) Maja Popović & Hermann Ney: Towards automatic error analysis of machine translation output. Computational Linguistics 37 (4), pp. 657-688. [PDF, 219KB]

(2011) Marion Potet, Emmanuelle Esperança-Rodier, Hervé Blanchon, & Laurent Besacier: Preliminary experiments on using users’ post-editions to enhance a SMT system. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.161-168. [PDF, 346KB]

(2011) Bruno Pouliquen & Christophe Mazenc: Automatic translation tools at WIPO. Translating and the Computer 33, 17-18 November 2011, London; 6pp. [PDF, 407KB]

(2011) Bruno Pouliquen & Christophe Mazenc: COPPA, CLIR and TAPTA: three tools to assist in overcoming the patent barrier at WIPO. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.24-30. [PDF, 896KB]

(2011) Bruno Pouliquen, Christophe Mazenc & Aldo Iorio: Tapta: a user-driven translation system for patent documents based on domain-aware statistical machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.5-12. [PDF, 342KB]; presentation, 15 slides [PDF, 1642KB]

(2011) Česlav Przywara & Ondřej Bojar: eppex: epochal phrase table extraction for statistical machine translation. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.89-98. [PDF, 137KB]; presentation, 24 slides [PDF of PPT, 118KB]

(2011) Ananthakrishnan Ramanathan, Pushpak Bhattacharyya, Karthik Visweswariah, Kushal Ladha, & Ankur Gandhe: Clause-based reordering constraints to improve statistical machine translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1351-1355. [PDF, 132KB]

(2011) Sujith Ravi & Kevin Knight: Deciphering foreign language. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.12-21. [PDF, 225KB]

(2011) Manny Rayner, Paula Estrella, & Pierrette Bouillon: Bootstrapping a statistical speech translator from a rule-based one. Proceedings of the Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; pp.21-28. [PDF, 199KB]

(2011) Jason Riesa, Ann Irvine, & Daniel Marcu: Feature-rich language-independent syntax-based alignment for statistical machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.497-507. [PDF, 1053KB]

(2011) Alexander M.Rush & Michael Collins: Exact decoding of syntactic translation models through Lagrangian relaxation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.72-82. [PDF, 203KB]

(2011) Markus Saers & Dekai Wu: Principled induction of phrasal bilexica. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.313-320. [PDF, 373KB]

(2011) Wael Salloum & Nizar Habash: Dialectal to standard Arabic paraphrasing to improve Arbaic-English statistical machine translation. [EMNLP 2011] DIALECTS2011: Proceedings of the First Workshop on Algorithms and Resources for Modelling of Dialects and Language Varieties, Edinburgh, Scotland, UK, July 31, 2011; pp.10-21. [PDF, 186KB]

(2011) Victor M.Sánchez-Cartagnena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortiz: Enriching a statistical machine translation system trained on small parallel corpora with rule-based bilingual phrases. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.90-96. [PDF, 125KB]

(2011) Víctor M.Sánchez-Cartagena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortíz: Integrating shallow-transfer rules into phrase-based statistical machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.562-569. [PDF, 106KB]

(2011) Germán Sanchis-Trilles, Daniel Ortiz-Martínez, Jesús González-Rubio, Jorge González, & Francisco Casacuberta: Bilingual segmentation for phrasetable pruning in statistical machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.257-264. [PDF, 374KB]; presentation, 15 slides [PDF]

(2011) Christoph Schmidt, Daniel Stein, & Hermann Ney: Challenges in statistical sign language translation . International Workshop on Sign Language Translation and Avatar Technology (SLTAT), 10-11 January 2011, Federal Ministry of Labour and Social Affairs, Berlin, Germany; 21 slides [PDF of PPT, 360KB]

(2011) Lane Schwartz, Chris Callison-Burch, William Schuler, & Stephen Wu: Incremental syntactic language models for phrase-based translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.620-631. [PDF, 249KB]

(2011) Nasredine Semmar & Dhouha Bouamor: A new hybrid machine translation approach using cross-language information retrieval and only target text corpora. [LIHMT] International Workshop on Using Linguistic Information for Hybrid Machine Translation, 18th November 2011, Universitat Politčcnica de Catalunya, Barcelona; pp.75-79. [PDF, 898KB]

(2011) Christophe Servan & Holger Schwenk: Optimising multiple metrics with MERT. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.109-117. [PDF, 141KB]; presentation, 20 slides [PDF of PPT, 535KB]

(2011) Kashif Shah, Loďc Barrault, & Holger Schwenk: Parametric weighting of parallel data for statistical machine translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1323-1331. [PDF, 754KB]

(2011) Simon Shi, Pascale Fung, Emmanuel Prochasson, Chi-kiu Lo, & Dekai Wu: Mining parallel documents using low bandwidth and high precision CLIR from the heterogeneous web. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.420-428. [PDF, 512KB]

(2011) Xiadong Shi, Xiang Zhu, & Yidong Chen: Improving the hierarchical phrase-based translation model. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.383-388. [PDF, 174KB]

(2011) Patrick Simianer, Katharina Wäschle, & Stefan Riezler: Multi-task minimum error rate training for SMT. Sixth Machine Translation Marathon, 5-10 September 2011, Trento; Prague Bulletin of Mathematical Linguistics, no.96, October 2011; pp.99-108. [PDF, 138KB]; presentation, 45 slides [PDF of PPT, 295KB]

(2011) Thoudam Doren Singh & Sivaji Bandyopadhyay: Integration of reduplicated multiword expressions and named entities in a phrase based statistical machine translation system. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.1304-1312. [PDF, 658KB]

(2011) Raivis Skadiņš, Maris Puriņš, Inguna Skadiņa, & Andrejs Vasiļjevs: Evaluation of SMT in localization to under-resourced inflected language. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.35-40. [PDF, 287KB]; presentation, 17 slides [PDF, 796KB]

(2011) Artem Sokolov & François Yvon: Minimum error rate training semiring. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.241-248. [PDF, 418KB]; presentation, 19 slides [PDF]

(2011) Lucia Specia: Exploiting objective annotations for measuring translation post-editing effort. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.73-80. [PDF, 365KB]; presentation: 94 slides [PDF]

(2011) Ankit K.Srivastava, Yanjun Ma, & Andy Way: Oracle-based training for phrase-based statistical machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.169-176. [PDF, 428KB]

(2011) Daniel Stein, David Vilar, Stephan Peitz, Markus Freitag, Matthias Huck, & Hermann Ney: A guide to Jane, an open source hierarchical translation toolkit. Prague Bulletin of Mathematical Linguistics, no.95, April 2011; pp.5-18. [PDF, 192KB]

(2011) Sara Stymne: Definite noun phrases in statistical machine translation into Scandinavian languages. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.289-296. [PDF, 336KB]; presentation, 50 slides [PDF]

(2011) Sara Stymne: Pre- and postprocessing for statistical machine translation into Germanic languages. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Student Session, Portland, Oregon, June 19-24, 2011; pp.12-17. [PDF, 93KB]

(2011) Michael Subotin: An exponential translation model for target language morphology. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.230-238. [PDF, 188KB]

(2011) Katsuhito Sudoh, Xianchao Wu, Kevin Duh, Hajime Tsukada, & Masaaki Nagata: Post-ordering in statistical machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.316-323. [PDF, 329KB]

(2011) Hirokazu Suzuki: Automatic post-editing based on SMT and its selective application by sentence-level automatic quality evaluation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.156-163. [PDF, 725KB]

(2011) Jun Suzuki, Kevin Duh, & Masaaki Nagata: Distributed minimum error rate training of SMT using particle swarm optimization. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.649-657. [PDF, 1101KB]

(2011) George Tambouratzis, Fotini Simistira, Sokratis Sofianopoulos, Nikos Tsimboukakis, & Marina Vassiliou: A resource-light phrase scheme for language-portable MT. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.185-1 92. [PDF, 186KB]

(2011) Ming Tan, Wenli Zhou, Lei Zheng, & Shaojun Wang: A large scale distributed syntactic, semantic and lexical language model for machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.201-210. [PDF, 192KB]

(2011) Arda Tezcan & Vincent Vandeghinste: SMT-CAT integration in a technical domain: handling XML markup using pre & post-processing methods. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.55-62. [PDF, 343KB]

(2011) Liang Tian, Fai Wong, & Sam Chao: Word alignment using GIZA++ on Windows. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.369-372. [PDF, 192KB]

(2011) Nadi Tomeh, Alexandre Allauzen, & François Yvon: Discriminative weighted alignment matrices for statistical machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.305-312. [PDF, 413KB]; presentation, 38 slides [PDF]

(2011) Antonio Toral, Pavel Pecina, Andy Way, & Marc Poch: Towards a user-friendly webservice architecture for statistical machine translation in the PANACEA project. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.63-70. [PDF, 511KB]

(2011) M.Inés Torres & Francisco Cascuberta: Stochastic K-TSS bi-languages for machine translation. Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing, Blois (France), July 12-15; pp.98-106. [PDF, 195KB]

(2011) Kristina Toutanova & Michel Galley: Why initialization matters for IBM Model 1: multiple optima and non-strict convexity. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.461-466. [PDF, 181KB]

(2011) Benjamin K.Tsou & Bin Lu: Machine translation between uncommon language pairs via a third common language: the case of patents. Translating and the Computer 33, 17-18 November 2011, London; 13pp. [PDF, 185KB]

(2011) Marco Turchi: Multilingual text mining and machine translation activities carried out at the EC’s Joint Research Center. Invited talk at: Sixth Machine Translation Marathon, 5-10 September 2011, Trento, Italy; 52 slides [PDF of PPT, 4286KB]

(2011) Marco Turchi, Vanni Zavarella, & Hristo Tanev: Pattern learning for event extraction using monolingual statistical machine translation. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.371-377. [PDF, 148KB]

(2011) Andrejs Vasiļjevs, Raivis Skadiņš, & Jörg Tiedemann: LetsMT!: cloud-based platform for building user tailored machine translation engines. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.507-511. [PDF, 211KB]

(2011) Ashish Vaswani, Haitao Mi, Liang Huang & David Chiang: Rule Markov models for fast tree-to-string translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.856-864. [PDF, 122KB]

(2011) Ashish Venugopal, Jakob Uszkoreit, David Talbot, Franz J.Och, & Juri Ganitkevitch: Watermarking the outputs of structured prediction with an application in statistical machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.1363-1372. [PDF, 293KB]

(2011) Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, & Jiri Navratil: A word reordering model for improved machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.486-496. [PDF, 252KB]

(2011) Sankaranarayanan Ananthakrishnan, Shiv Vitaladevuni, Rohit Prasad, & Prem Natarajan: Source error-projection for sample selection in phrase-based SMT for resource-poor languages. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.819-827. [PDF, 425KB]

(2011) Zhiyang Wang, Yajuan Lü, & Qun Liu: Multi-granularity word alignment and decoding for agglutinative language translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.360-367. [PDF, 169KB]

(2011) Taro Watanabe & Eiichiro Sumita: Machine translation system combination by confusion forest. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1249-1257. [PDF, 451KB]

(2011) Wei Wei & Bo Xu: Effective use of discontinuous phrases for hierarchical phrase-based translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.397-404. [PDF, 148KB]

(2011) Dekai Wu: Syntactic SMT and semantic SMT. Tutorial at MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.12-13. [PDF, 75KB]

(2011) Xianchao Wu, Takuya Matsuzaki, Jun’ichi Tsujii: Effective use of function words for rule generalization in forest-based translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.22-31. [PDF, 857KB]

(2011) Xianchao Wu, Katsuhito Sudoh, Kevin Duh, Hajime Tsukada, & Masaaki Nagata: Extracting pre-ordering rules from chunk-based dependency trees for Japanese-to-English translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.300-307. [PDF, 859KB]

(2011) Xianchao Wu, Katsuhito Sudoh, Kevin Duh, Hajime Tsukada, & Masaaki Nagata: Extracting pre-ordering rules from predicate-argument structures. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.29-37. [PDF, 1079KB]

(2011) Bing Xiang & Abraham Ittycheriah: Discriminative feature-tied mixture modeling for statistical machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.424-428. [PDF, 85KB]

(2011) Xinyan Xiao, Yang Liu, Qun Liu, & Shouxun Lin: Fast generation of translation forest for large-scale SMT discriminative training. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.880-888. [PDF, 818KB]

(2011) Jun Xie, Haitao Mi & Qun Liu: A novel dependency-to-string model for statistical machine translation. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.216-226. [PDF, 992KB]

(2011) Deyi Xiong, Min Zhang, & Haizhou Li: Enhancing language models in statistical machine translation with backward n-grams and mutual information triggers. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1288-1297. [PDF, 620KB]

(2011) Jinxi Xu & Jinying Chen: How much can we gain from supervised word alignment?  ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.165-169. [PDF, 71KB]

(2011) Feifei Zhai, Jiajun Zhang, Yu Zhou, & Chengqing Zong: Simple but effective approaches to improving tree-to-tree model. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.261-268. [PDF, 225KB]

(2011) Hao Zhang, Licheng Fang, Peng Xu, & Xiaoyun Wu: Binarized forest to string translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.835-845. [PDF, 212KB]

(2011) Jiajun Zhang, Feifei Zhai, & Chenqing Zong: Augmenting string-to-tree translation models with fuzzy use of source-side syntax. [EMNLP 2011] Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27-31, 2011; pp.204-215. [PDF, 317KB]

(2011) Bing Zhao, Young-Suk Lee, Xiaoqiang Luo, & Liu Li: Learning to transform and select elementary trees for improved syntax-based machine translations. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.846-855. [PDF, 711KB]

(2011) Yinggong Zhao, Shujie Liu, Yangsheng Ji, Jiajun Chen, & Guodong Zhou: Transductive minimum error rate training for statistical machine translation. [IJCNLP 2011] Proceedings of the 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand, November 8-13, 2011; pp.641-648. [PDF, 214KB]

(2011) Daqi Zheng, Yifan He, Yang Liu & Qun Liu: Maximum rank correlation training for statistical machine translation.  MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.48-55. [PDF, 184KB]

(2011) Zhongguang Zheng, Yao Meng, & Hao Yu: Lexical-based reordering model for hierarchical phrase-based machine translation. MT Summit XIII: the Thirteenth Machine Translation Summit [organized by the] Asia-Pacific Association for Machine Translation (AAMT), 19-23 September 2011, Xiamen, China; pp.389-396. [PDF, 385KB]

(2011) Guangyou Zhou, Li Cai, Jun Zhao, & Kang Liu: Phrase-based translation model for question retrieval in community question answer archives. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.653-662. [PDF, 759KB]

(2011) Jingbo Zhu & Tong Xiao: Improving decoding generalization for tree-to-string translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Short papers, Portland, Oregon, June 19-24, 2011; pp.418-423. [PDF, 311KB]

(2011) Andreas Zollmann & Stephan Vogel: A word-class approach to labeling PSCFG rules for machine translation. ACL-HLT 2011: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, June 19-24, 2011; pp.1-11. [PDF, 230KB]

(2011) FAUST: feedback analysis for user adaptive statistical translation. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.333. [PDF, 114KB]

(2011) LetsMT! Platform for online sharing of training data and building user tailored MT. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.337. [PDF, 66KB]

(2010) Proceedings of the 7th International Workshop on Spoken Language Translation, 2-3 December 2010, Paris, France

(2010) proceedings of SSST-4, Fourth Workshop on Syntax and Structure in Statistical Translation, Dekai Wu (ed.): COLING 2010/SIGMT Workshop, 23rd International Conference on Computational Linguistics, Beijing, China, 28 August 2010.

(2010) see Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR. Proceedings of the workshop, 15-16 July 2010, Uppsala University, Uppsala, Sweden.

(2010) proceedings of Fourth Machine Translation Marathon “Open Source Tools for Machine Translation”, 25-30 January, Dublin, Ireland; Prague Bulletin of Mathematical Linguistics, no.93, January 2010.

(2010) proceedings of the Fifth Machine Translation Marathon, 13-18 September 2010, University of Le Mans.

(2010) Sisay Adugna & Andreas Eisele: English-Oromo machine translation: an experiment using a statistical approach. LREC 2010: proceedings of the seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2196-2199. [PDF, 368KB]

(2010) Arafat Ahsan, Prasanth Kolachina, Sudheer Kolachina, Dipti Misra Sharma, & Rajeev Sangal: Coupling statistical machine translation with rule-based transfer and generation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 162KB]

(2010) Hassan Al-Haj & Alon Lavie: The impact of Arabic morphological segmentation on broad-coverage English-to-Arabic statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 72KB]

(2010) Mossab Al-Hunaity, Bente Maegaard, & Dorte Hansen: Using English as a pivot language to enhance Danish-Arabic statistical machine translation. LREC 2010: Workshop on Language Resources and Human Language Technology for Semitic Languages, Valletta, Malta, 17 May 2010; pp. 108-113. [PDF, 768KB]

 (2010) Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, & Prem Natarajan: Discriminative sample selection for statistical machine translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.626-635. [PDF, 329KB]

(2010) Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, & Prem Natarajan: A semi-supervised batch-mode active learning strategy for improved statistical machine translation. CoNLL-2010: Fourteenth Conference on Computational Natural Language Learning, Proceedings of the conference, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp.126-134. [PDF, 256KB]

(2010) Avinesh PVS & Ankur Parikh: Phrase-based transliteration system with simple heuristics. NEWS 2010: Proceedings of the 2010 Named Entities Workshop, ACL 2010, Uppsala, Sweden, 16 July 2010; pp.81-84. [PDF, 67KB]

(2010) Avinesh PVS: A data mining approach to learn reorder rules for SMT. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Student Research Workshop… June 2, 2010, Los Angeles, California; pp.52-57. [PDF, 114KB]

(2010) Wilker Aziz, Marc Dymetman, Shachar Mirkin, Lucia Specia, Nicola Cancedda, & Ido Dagan: Learning an expert from human annotations in statistical machine translation: the case of out-of-vocabulary words. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 585KB]; presentation: 21 slides [PDF, 777KB]

(2010) Kathryn Baker, Michael Bloodgood, Chris Callison-Burch, Bonnie J.Dorr, Nathaniel W.Filardo, Lori Levin, Scott Miller, & Christine Piatko: Semantically-informed syntactic machine translation: a tree-grafting approach. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 360KB]

(2010) Pratyush Banerjee, Jinhua Du, Sudip Naskar, Baoli Li, Andy Way, & Josef van Genabith: Combining multi-domain statistical machine translation models using automatic classifiers. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 304KB]

(2010) Alberto Barrón-Cedeńo, Paolo Rosso, Eneko Agirre, & Gorka Labaka: Plagiarism detection across distant language pairs. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.37-45. [PDF, 274KB]

(2010) Nicola Bertoldi, Mauro Cettolo, & Marcello Federico: Statistical machine translation of texts with misspelled words. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.412-419. [PDF, 160KB]

(2010) Graeme Blackwood, Adriŕ de Gispert, & William Byrne: Efficient path counting transducers for minimum Bayes-risk decoding of statistical machine translation lattices. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.27-32. [PDF, 288KB]

(2010) Graeme Blackwood, Adriŕ de Gispert & William Byrne: Fluency constraints for minimum Bayes-risk decoding of statistical machine translation lattices. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.71-79. [PDF, 547KB]

(2010) Michael Bloodgood & Chris Callison-Burch: Bucking the trend: large-scale cost-focused active learning for statistical machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.854-864. [PDF, 489KB]

(2010) Ondřej Bojar, Pavel Straňák, & Daniel Zeman: Data issues in English-to-Hindi machine translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1771-1777. [PDF, 557KB]

(2010) Hailong Cao & Eiichiro Sumita: Filtering syntactic constraints for statistical machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.17-21. [PDF, 65KB]

(2010) Marine Carpuat, Yuval Marton, & Nizar Habash: Improving Arabic-to-English statistical machine translation by reordering post-verbal subjects for alignment. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.178-183. [PDF, 108KB]

(2010) Marine Carpuat, Yuval Marton, & Nizar Habash: Reordering matrix post-verbal subjects for Arabic-to-English SMT. TALN 2010. Proceedings of Traitement Automatique du Langage Naturel, 19-23 juillet 2010. Montréal, Canada. 10pp. [PDF, 287KB] 

(2010) Marine Carpuat & Mona Diab: Task-based evaluation of multiword expressions: a pilot study in statistical machine translation. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.242-245. [PDF, 92KB]

(2010) Simon Carter & Christof Monz: Discriminative syntactic reranking for statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 143KB]

(2010) Daniel Cer, Christopher D.Manning, & Daniel Jurafsky: The best lexical metric for phrase-based statistical MT system optimization. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.555-563. [PDF, 169KB]

(2010) Daniel Cer, Michel Galley, Daniel Jurafsky, & Christopher D.Manning: Phrasal: a toolkit for statistical machine translation with facilities for extraction and incorporation of arbitrary model features.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Demonstration session… June 2, 2010, Los Angeles, California; pp.9-12. [PDF, 102KB]

(2010) Boxing Chen, George Foster, & Roland Kuhn: Bilingual sense similarity for statistical machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.834-843. [PDF, 185KB]

(2010) Yu Chen & Andreas Eisele: Hierarchical hybrid translation between English and German . EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 570KB]; presentation: 18 slides [PDF, 1652KB]

(2010) Yu Chen & Andreas Eisele: Integrating a rule-based with a hierarchical translation system. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1746-1752. [PDF, 327KB]

(2010) Colin Cherry: Book review: Statistical machine translation, [by] Philipp Koehn. Computational Linguistics 36 (4), pp. 773-776 [PDF, 49KB]

(2010) David Chiang: Learning to translate with source and target syntax. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.1443-1452. [PDF, 357KB]

 (2010) Tagyoung Chung & Daniel Gildea: Effects of empty categories on machine translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.636-645. [PDF, 198KB]

(2010)  Marta R.Costa-jussŕ, Vidas Daudaravicius, & Rafael E.Banchs: Integration of statistical collocation segmentations in a phrase-based statistical machine translation system. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 975KB]

(2010) Marta R.Costa-jussŕ & José R.Fonollosa: Using linear interpolation and weighted reordering hypotheses in the Moses system. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1712-1718. [PDF, 389KB]

(2010) Marta R.Costa-jussŕ, Mireia Farrús, José B.Marińo, & José A.R.Fonollosa: Automatic and human evaluation study of a rule-based and a statistical Catalan-Spanish machine translation systems. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1706-1711. [PDF, 335KB]

(2010) Josep Maria Crego & François Yvon: Improving reordering with linguistically informed bilingual n-grams. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.197-205. [PDF, 270KB]

(2010) Josep Maria Crego, Aurélien Max, & François Yvon: Local lexical adaptation in machine translation through triangulation: SMT helping SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.232-240. [PDF, 197KB]

(2010) Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, & Tiejun Zhao: Hybrid decoding: decoding with partial hypotheses combination over multiple SMT systems. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.214-222. [PDF, 497KB]

(2010) Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, & Tiejun Zhao: A joint rule selection model for hierarchical phrase-based translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.6-11. [PDF, 213KB]

(2010) John DeNero & Dan Klein: Discriminative modeling of extraction sets for machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.1453-1463. [PDF, 616KB]

(2010) John DeNero, Shankar Kumar, Ciprian Chelba, & Franz Och: Model combination for machine translation. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.975-983. [PDF, 573KB]

(2010) Guy De Pauw, Naomi Maajabu, & Peter Waiganjo Wagacha: A knowledge-light approach to Luo machine translation and part-of-speech tagging. [LREC 2010]: Proceedings of the Second Workshop on African Language Technology, AFLAT 2010, Valetta, Malta; pp.15-20. [PDF, 141KB]

(2010) Do Thi Ngoc Diep, Laurent Besacier, & Eric Castelli: A fully unsupervised approach for mining parallel data from comparable corpora. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 856KB]; presentation: 30 slides [PDF, 2621KB]

(2010) Thoudam Doren Singh & Sivaji Bandyopadhyay: Statistical machine translation of English-Manipuri using morpho-syntactic and semantic information. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 8pp. [PDF, 680KB]

(2010) Philippe Dreuw, Jens Forster, Yannick Gweth, Daniel Stein, Hermann Ney, Gregorio Martinez, Jaume Verges Llahi, Onno Crasborn, Ellen Ormel, Wei Du, Thomas Hoyoux, Justus Piater, Jose Miguel Moya, & Mark Wheatley: SignSpeak – understanding, recognition, and translation of sign languages. [LREC 2010] 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language  Technologies, Malta, May 2010; pp.65-72. [PDF, 6730KB]

(2010) Jinhua Du & Andy Way: A discriminative latent variable-based “DE” classifier for Chinese-English SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.286-294. [PDF, 698KB]

(2010) Jinhua Du & Andy Way: The impact of source-side syntactic reordering on hierarchical phrase-based SMT. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 746KB]; presentation: 34 slides [PDF, 540KB]

(2010) Jinhua Du, Jie Jiang, & Andy Way: Facilitating translation using source language paraphrase lattices.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.420-429. [PDF, 766KB]

(2010) Jinhua Du, Johann Roturier, & Andy Way: TMX markup: a challenge when adapting SMT to the localisation environment. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 656KB]

(2010) Nan Duan, Hong Sun, & Ming Zhou: Translation model generalization using probability averaging for machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.304-312. [PDF, 296KB]

(2010) Nan Duan, Mu Li, Dongdong Zhang, & Ming Zhou: Mixture model-based minimum Bayes risk decoding using multiple machine translation systems. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.313-321. [PDF, 372KB]

(2010) Xiangyu Duan, Min Zhang, & Haizhou Li: Pseudo-word for phrase-based machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.148-156. [PDF, 275KB]

(2010) Nadir Durrani, Hassan Sajjad, Alexander Fraser, & Helmut Schmid: Hindi-to-Urdu machine translation through transliteration. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.465-474. [PDF, 313KB]

(2010) Chris Dyer, Adam Lopez, Juri Ganitkevitch, Jonathan Weese, Ferhan Ture, Phil Blunsom, Hendra Setiawan, Vladimir Eidelman, & Philip Resnik: cdec: a decoder, alignment, and learning framework for finite-state and context-free translation models. Proceedings of the ACL 2010 System Demonstrations, Uppsala, Sweden, 13 July 2010; pp.7-12. [PDF, 171KB]

(2010) Andreas Eisele & Jia Xu: Improving machine translation performance using comparable corpora.  [LREC 2010] Proceedings of the 3rd Workshop on Building and Using Comparable Corpora, Malta, 22 May 2010; pp.35-41. [PDF, 104KB]

(2010) Ahmed El Kholy & Nizar Habash: Orthographic and morphological processing for English-Arabic statistical machine translation. TALN 2010. Proceedings of Traitement Automatique du Langage Naturel, 19-23 juillet 2010. Montréal, Canada. 10pp. [PDF, 147KB]

(2010) Cristina Espańa-Bonet & Lluís Mŕrquez: Robust estimation of feature weights in statistical machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 618KB]

(2010) Mireia Farrús, Marta R.Costa-jussŕ, José B.Marińo, & José A.R.Fonollosa: Linguistic-based evaluation criteria to identift statistical machine translation errors. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 7pp. [PDF, 606KB]

 (2010) Atefeh Farzindar: TRANSLI: trusted automated translation at the service of justice. Translating and the Computer 32, 18-19 November 2010, London; presentation, 19 slides [PDF of PPT, 1192KB]

(2010) Minwei Feng, Arne Mauser, & Hermann Ney: A source-side decoding sequence model for statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 313KB]

(2010) Yang Feng, Haitao Mi, Yang Liu, & Qun Liu: An efficient shift-reduce decoding algorithm for phrase-based machine translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.285-293. [PDF, 175KB]

(2010) Andrew Finch & Eiichiro Sumita: Transliteration using a phrase-based statistical machine translation system to re-score the output of a joint multigram model. NEWS 2010: Proceedings of the 2010 Named Entities Workshop, ACL 2010, Uppsala, Sweden, 16 July 2010; pp.48-52. [PDF, 197KB]

(2010) Mark Fishel & Harri Kirik: Linguistically motivated unsupervised segmentation for machine translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1741-1745. [PDF, 308KB]

 (2010) George Foster, Cyril Goutte, & Roland Kuhn: Discriminative instance weighting for domain adaptation in statistical machine translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.451-459. [PDF, 256KB]

(2010) George Foster, Pierre Isabelle, & Roland Kuhn: Translating structured documents. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 8pp. [PDF, 132KB]

(2010) Pascale Fung, Emmanuel Prochasson, & Simon Shi: Trillions of comparable documents. [LREC 2010] Proceedings of the 3rd Workshop on Building and Using Comparable Corpora, Malta, 22 May 2010; pp.26-34. [PDF, 199KB]

(2010) Michel Galley & Christopher D.Manning: Accurate non-hierarchical phrase-based translation.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.966-974. [PDF, 433KB]

(2010) Niyu Ge: A direct syntax-driven reordering model for phrase-based machine translation. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.849-857. [PDF, 161KB]

(2010) Dmitriy Genzel: Automatically learning source-side reordering rules for large scale machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.376-384. [PDF, 187KB]

 (2010) Dmitriy Genzel, Jakob Uszkoreit, & Franz Och: “Poetic” statistical machine translation: rhyme and meter. [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.158-166. [PDF, 124KB]

(2010) Jesús Giménez: Empirical machine translation and its evaluation. Presentation of Best Thesis Award for 2008 at EAMT 2010: 14th Annual conference of the European Association for Machine Translation, 28 May 2010, Saint-Raphaël, France. 39 slides [PDF of PPT presentation, 496KB]

(2010) Adriŕ de Gispert, Gonzalo Iglesias, Graeme Blackwood, Eduardo R.Banga, & William Byrne: Hierarchical phrase-based translation with weighted finite-state transducers and shallow-n grammars. Computational Linguistics 36 (3), pp. 505-533 [PDF, 672KB]

(2010) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: Balancing user effort and translation error in interactive machine translation via confidence measures. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.173-177. [PDF, 97KB]

(2010) Jesús González-Rubio, Daniel Ortiz-Martínez, & Francisco Casacuberta: On the use of confidence measures within an interactive-predictive machine translation system. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 525KB]

(2010) J.González-Rubio, J.Civera, A.Juan, & F.Casacuberta: Saturnalia: a Latin-Catalan parallel corpus for statistical MT. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.3405-3408. [PDF, 261KB]

(2010) Spence Green, Michel Galley, & Christopher D.Manning: Improved models of distortion cost for statistical machine translation.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.867-875. [PDF, 223KB]

(2010) Rejwanul Haque, Sudip Kumar Naskar, Antal van den Bosch, & Andy Way: Supertags as source language context in hierarchical phrase-based SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 196KB]

(2010) Daniel Hardt & Jakob Elming: Incremental re-training for post-editing SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 191KB]

(2010) Katsuhiko Hayashi, Hajime Tsukada, Katsuhito Sudoh, Kevin Duh, & Seiichi Yamamoto: Hierarchical phrase-based machine translation with word-based reordering model. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.439-446. [PDF, 1202KB]

(2010) Yanqing He, Yu Zhou, Chengqing Zong, & Huilin Wang: A novel reordering model based on multi-layer phrase for statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.447-455. [PDF, 234KB]

(2010) Yifan He, Yanjun Ma, Josef van Genabith, & Andy Way: Bridging SMT and TM with translation recommendation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.622-630. [PDF, 573KB]

(2010) Yifan He, Yanjun Ma, Johann Roturier, Andy Way, & Josef van Genabith: Improving the post-editing experience using translation recommendation: a user study. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 136KB]

(2010) Yifan He, Yanjun Ma, Andy Way, & Josef van Genabith: Integrating n-best SMT outputs into a TM system. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.374-382. [PDF, 629KB]

(2010) Zhongjun He, Yao Meng, & Hao Yu: Extending the hierachical phrase based model with maximum entropy based BTG. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 104KB]

(2010) Zhongjun He, Yao Meng, & Hao Yu: Learning phrase boundaries for hierarchical phrase-based translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.383-390. [PDF, 378KB]

 (2010) Zhongjun He, Yao Meng, & Hao Yu: Maximum entropy based phrase reordering for hierarchical phrase-based translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.555-563. [PDF, 144KB]

(2010) Kenneth Heafield & Alon Lavie: Voting on n-grams for machine translation system combination. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 128KB]

(2010) Miguel Helft: Google’s computing power refines translation tool. New York Times, March 8, 2010. [PDF, 49KB]

 (2010) Susan Howlett & Mark Dras: Dual-path phrase-based statistical machine translation. Australasian Language Technology Workshop 2010 (ALTA Workshop 2010), 9-10 December 2008, Melbourne, Australia; pp.32-40. [PDF, 633KB]

(2010) Fei Huang & Bing Xiang: Feature-rich discriminative phrase rescoring for SMT. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.492-500. [PDF, 260KB]

 (2010) Liang Huang & Haitao Mi: Efficient incremental decoding for tree-to-string translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.273-283. [PDF, 266KB]

 (2010) Zhongqiang Huang, Martin Čmejrek & Bowen Zhou: Soft syntactic constraints for hierarchical phrase-based translation using latent syntactic distributions.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.138-147. [PDF, 506KB]

(2010) Matthias Huck, Martin Ratajczak, Patrick Lehnen, & Hermann Ney: A comparison of various types of extended lexicon models for statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 8pp. [PDF, 130KB]

(2010) Md.Zahurul Islam, Jörg Tiedemann & Andreas Eisele: English to Bangla phrase-based machine translation.  EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 601KB]

 (2010) Hideki Isozaki, Tsutomu Hirao, Kevin Duh, Katsuhito Sudoh, & Hajime Tsukada: Automatic evaluation of translation quality for distant language pairs.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.778-788. [PDF, 226KB]

 (2010) Laura Elisabeth Jehl: Machine translation for Twitter. Master of Science, University of Edinburgh, 2010. iv, 53pp. [PDF, 398KB]

(2010) Minwoo Jeong, Kristina Toutanova, Hisami Suzuki, & Chris Quirk: A discriminative lexicon model for complex morphology. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 374KB]

(2010) Jie Jiang, Jinhua Du, & Andy Way: Improved phrase-based SMT with syntactic reordering patterns learned from lattice scoring. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 257KB]

(2010) Jie Jiang, Andy Way, & Julie Carson-Berndsen: Lattice score based data cleaning for phrase-based statistical machine translation.  EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 631KB]

 (2010) Marcin Junczys-Dowmunt: A maximum entropy approach to syntactic translation rule filtering [abstract].  CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 58KB]

 (2010) Raquel Justo, Alicia Pérez, M.Inés Torres, & Francisco Casacuberta: Hierarchical finite-state models for speech translation using categorization of phrases [abstract]. CICLING 2010: 11th International Conference on Intelligent Text Processing and Computational Linguistics, March 21-27, 2010, Iaşi, Romania; 1p. [PDF, 57KB]

(2010) Hiroyuki Kaji, Takashi Tsunakawa, & Daisuke Okada: Using comparable corpora to adapt a translation model to domains. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2182-2188. [PDF, 432KB]

(2010) Maxim Khalilov, José A.R.Fonollosa, Inguna Skadiņa, Edgar Brālītis, & Lauma Pretkalniņa: Towards improving English-Latvian translation: a system comparison and a new rescoring feature. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1719-1725. [PDF, 398KB]

(2010) Maxim Khalilov, Lauma Pretkalniņa, Natalja Kuvaldina, & Veronika Pereseina: SMT of Latvian, Lithuanian and Estonian languages: a comparative study. Human Language Technologies – the Baltic Perpective,  International Conference, Riga, Latvia, October 8, 2010; 8pp. [PDF, 145KB]

(2010) Philipp Koehn: Enabling monolingual translators: post-editing vs.options. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.537-545. [PDF,

(2010) Philipp Koehn & Hieu Hoang: Moses: machine translation with open source software. Tutorial at AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, November 4, 2010; 29 slides [PDF of PPT, 520KB]

(2010) Philipp Koehn & Jean Senellart: Convergence of translation memory and statistical machine translation. JEC 2010: Second joint EM+/CNGL WorkshopBringing MT to the user: research on integrating MT in the translation industry”, AMTA 2010, Denver, Colorado, November 4, 2010; pp.21-31. [PDF, 188KB]

(2010) Roland Kuhn, Boxing Chen, George Foster, & Evan Stratford: Phrase clustering for smoothing TM probabilities – or, how to extract paraphrases from phrase tables. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.608-616. [PDF, 328KB]

(2010) Patrik Lambert, Simon Petitrenaud, Yanjun Ma & Andy Way: Statistical analysis of alignment characteristics for phrase-based machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 588KB]; presentation: 26 slides [PDF, 133KB]

(2010) Jae-Hee Lee, Seung-Wook Lee, Gumwon Hong, Young-Sook Hwang, Sang-Bum Kim, & Hae-Chang Rim: A post-processing approach to statistical word alignment reflecting alignment tendency between part-of-speeches. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.623-629. [PDF, 438KB]

(2010) Young-Suk Lee, Bing Zhao, & Xiaoqiang Luo: Constituent reordering and syntax models for English-to-Japanese statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.626-634. [PDF, 214KB]

(2010) Abby Levenberg, Chris Callison-Burch, & Miles Osborne: Stream-based translation models for statistical machine translation.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.394-402. [PDF, 184KB]

(2010) William D.Lewis: Haitian Creole: how to build and ship an MT engine from scratch in 4 days, 17 hours, & 30 minutes. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 518KB]; presentation: 24 slides [PDF, 630KB]

(2010) William Lewis: Haitian Creole: developing MT for a low data language. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 24pp. [PDF, 3425KB]

(2010) William D.Lewis, Chris Wendt, & David Bullock: Achieving domain specificity in SMT without overt siloing. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2878-2883. [PDF, 328KB]

(2010) Jin-Ji Li, Jungi Kim, & Jong-Hyeok Lee: Chinese syntactic reordering through contrastive analysis of predicate-predicate patterns in Chinese-to-Korean SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 817KB]

(2010) Jin-Ji Li, Jungi Kim & Jong-Hyeok Lee: Transferring syntactic relations of subject-verb-object pattern in Chinese-to-Korean SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 774KB]

(2010) Mu Li, Yinggong Zhao, Dongdong Zhang, & Ming Zhou: Adaptive development data selection for log-linear model in statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.662-670. [PDF, 213KB]

(2010) Wen Li, Lei Chen, Wudaba, & Miao Li: Chained machine translation using morphemes as pivot language. [Coling 2010] Proceedings of the 8th Workshop on Asian Language Resources, Beijing, China, 21-22 August 2010; pp.169-177. [PDF, 170KB]

(2010) Zhifei Li, Ziyuan Wang, Sanjeev Khudanpur, & Jason Eisner: Unsupervised discriminative language model training for machine translation using simulated confusion sets. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.656-664. [PDF, 348KB]

(2010) Frank Liberato, Behrang Mohit, & Rebecca Hwa: Improving phrase-based translation with prototypes of short phrases.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.301-304. [PDF, 106KB]

(2010) Ding Liu & Daniel Gildea: Semantic role features for machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.716-724. [PDF, 388KB]

(2010) Shui Liu, Sheng Li, Tiejun Zhao, Min Zhang, & Pengyuan Liu: Head-modifier relation based non-lexical reordering model for phrase-based translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.748-756. [PDF, 297KB]

(2010) Yang Liu & Liang Huang: Tree-based and forest-based translation. ACL 2010:Tutorial abstracts, Uppsala, Sweden, 11 July, 2010; p.2. [PDF, 58KB]

(2010) Zhanyi Liu, Haifeng Wang, Hua Wu, & Sheng Li: Improving statistical machine translation with monolingual collocation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.825-833. [PDF, 405KB]

(2010) Chi-kiu Lo & Dekai Wu: Evaluating machine translation utility via semantic role labels. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2873-2877. [PDF, 417KB]

(2010) Bin Lu, Tao Jiang, Kapo Chow, & Benjamin K. Tsou: Building a large English-Chinese parallel corpus from comparable patents and its experimental application to SMT.  [LREC 2010] Proceedings of the 3rd Workshop on Building and Using Comparable Corpora, Malta, 22 May 2010; pp.42-49. [PDF, 271KB]

(2010) Minh-Thang Luong & Min-Yen Kan: Enhancing morphological alignment for translating highly inflected languages. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.743-751. [PDF, 610KB]

 (2010) Minh-Thang Luong, Preslav Nakov, & Min-Yen Kan: A hybrid morpheme-word representation for machine translation of morphologically rich languages.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.148-157. [PDF, 192KB]

(2010) Yanjun Ma: Constrained word alignment models for statistical machine translation. Presentation of Best Thesis Award for 2009 at EAMT 2010: 14th Annual conference of the European Association for Machine Translation, 28 May 2010, Saint-Raphaël, France. 16 slides [PDF of PPT presentation, 325KB]

(2010) Pascual Martínez Gómez, Kei Hashimoto, Yoshihiko Nankaku, Keiichi Tokuda, & Germán Sanchis-Trilles: A deterministic annealing-based training algorithm for statistical machine translation models.  EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 7pp. [PDF, 712KB]

(2010) Yuval Marton: Improved statistical machine translation with hybrid phrasal paraphrases derived from monolingual text and shallow lexical resource. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 293KB]

(2010) Guillem Massó & Toni Badia: Dealing with sign language morphemes in statistical machine translation. [LREC 2010] 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language  Technologies, Malta, May 2010; pp.154-157. [PDF, 543KB]

(2010) Evgeny Matusov & Selçuk Köprü: Improving reordering in statistical machine translation from Farsi. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 148KB]

(2010) Aurélien Max, Josep Maria Crego, & François Yvon: Contrastive lexical evaluation of machine translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1753-1757. [PDF, 400KB]

 (2010) Aurélien Max: Example-based paraphrasing for improved phrase-based statistical machine translation.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.656-666. [PDF, 234KB]

(2010) Coşkun Mermer & Ahmet Afşın Akın: Unsupervised search for the optimal segmentation for statistical machine translation. Proceedings of the ACL 2010 Student Research Workshop, Uppsala, Sweden, 13 July 2010; pp.31-36. [PDF, 118KB]

(2010) Haitao Mi & Qun Liu: Constituency to dependency translation with forests. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.1433-1442. [PDF, 190KB]

(2010) Haitao Mi, Liang Huang, & Qun Liu: Machine translation with lattices and forests. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.837-845. [PDF, 268KB]

(2010) Mahsa Mohaghegh & Abdolhossein Sarrafzadeh: Performance evaluation of various training data in English-Persian statistical machine translation. JADT 2010: 10th International Conference on Statistical Analysis of Textual Data, 9-11 juin 2010, Rome, Italie; pp.1092-1100. [PDF, 2233KB]

(2010) Behrang Mohit, Rebecca Hwa, & Alon Lavie: Using variable decoding weight for language model in statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 165KB]

(2010) Robert C.Moore & William Lewis: Intelligent selection of language model training data. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.220-224. [PDF, 176KB]

(2010) Markos Mylonakis & Khalil Sima’an: Learning probabilistic synchronous CFGs for phrase-based translation. CoNLL-2010: Fourteenth Conference on Computational Natural Language Learning, Proceedings of the conference, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp.117-125. [PDF, 151KB]

(2010) Hwidong Na, Jin-Ji Li, Yeha Lee, & Jong-Hyeok Lee: A synchronous context free grammar using depependency sequence for syntax-based statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 184KB]

(2010) Taiji Nagasaka, Ran Shimanouchi, Akiko Sakamoto, Takafumi Suzuki, Yohei Morishita, Takehito Utsuro, & Suguru Matsuyoshi: Utilizing semantic equivalence classes of Japanese functional expressions in translation rule acquisition from parallel patent sentences. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1777-1785. [PDF, 942KB]

(2010) Sanooch Nathalang: Don’t use big words with me: an evaluation of English-Thai statistical-based machine translation [abstract]. UCCTS 2010: Using Corpora in Contrastive and Translation Studies, Edge Hill University, UK, 27-29 July 2010; p.11. [PDF, 90KB]

(2010) ThuyLinh Nguyen, Stephan Vogel, & Noah A.Smith: Nonparametric word segmentation for machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.815-823. [PDF, 267KB]

(2010) Jan Niehues & Alex Waibel: Domain adaptation in statistical machine translation using factored translation models. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 7pp. [PDF, 581KB]; presentation: 27 slides [PDF, 887KB]

(2010) Takashi Onishi, Masao Utiyama & Eiichiro Sumita: Paraphrase lattice for statistical machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.1-5. [PDF, 419KB]

(2010) Daniel Ortiz-Martínez, Ismael García-Varea, & Francisco Casacuberta: Online learning for interactive statistical machine translation.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.546-554. [PDF, 284KB]

 (2010) Olivier Pasteur: Challenges at the World Trade Organization: evaluation and implementation of a statistical machine translation system. Translating and the Computer 32, 18-19 November 2010, London; 7pp. [PDF, 419KB]

(2010) Adam Pauls, Dan Klein, David Chiang, & Kevin Knight: Unsupervised syntactic alignment with inversion traduction grammars. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.118-126. [PDF, 766KB]

(2010) Sergio Penkale, Yanjun Ma, Daniel Galron, & Andy Way: Accuracy-based scoring for phrase-based statistical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 281KB]

(2010) Mohammad Taher Pilevar & Heshaam Faili: PersianSMT: a first attempt to English-Persian statistical machine translation. JADT 2010: 10th International Conference on Statistical Analysis of Textual Data, 9-11 juin 2010, Rome, Italie; pp.1101-1111. [PDF, 945KB]

(2010) Manny Rayner, Paula Estrella, & Pierrette Bouillon: A bootstrapped interlingua-based SMT architecture. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 611KB]; presentation: 30 slides [PDF, 737KB]

(2010) Narges Sharif Razavian & Stephan Vogel: Fixed length word suffix for factored statistical machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.147-150. [PDF, 268KB]

 (2010) Stefan Riezler & Yi Liu: Query rewriting using monolingual statistical machine translation. Computational Linguistics 36 (3), pp. 569-582 [PDF, 145KB]

(2010) Benjamin Roth, Andrew McCallum, Marc Dymetman & Nicola Cancedda: Machine translation using overlapping alignments and SampleRank. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 7pp. [PDF, 138KB]

(2010) Achim Ruopp: The Moses for Localization open source project. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 4pp. [PDF, 111KB]

(2010) Markus Saers, Joakim Nivre, & Dekai Wu: Word alignment with stochastic bracketing linear inversion transduction grammar.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.341-344. [PDF, 97KB]

(2010) Germán Sanchis-Trilles & Francisco Casacuberta: Log-linear weight optimisation via Bayesian adaptation in statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1077-1085. [PDF, 225KB]

(2010) Germán Sanchis-Trilles & Mauro Cettolo: Online language model adaptation via n-gram mixtures for statistical machine translation. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 605KB]; presentation: 22 slides [PDF, 241KB]

(2010) Thomas Schoenemann: Computing optimal alignments for the IBM-3 translation model. CoNLL-2010: Fourteenth Conference on Computational Natural Language Learning, Proceedings of the conference, 15-16 July 2010, Uppsala University, Uppsala, Sweden; pp.98-106. [PDF, 130KB]

(2010) Rico Sennrich & Martin Volk: MT-based sentence alignment for OCR-generated parallel texts. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 174KB]

 (2010) Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, & Ralph Weischedel: Statistical machine translation with a factorized grammar.  [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.616-625. [PDF, 147KB]

(2010) Libin Shen, Jinxi Xu, & Ralph Weischedel: String-to-dependency statistical machine translation. Computational Linguistics 36 (4), pp. 649-671 [PDF, 233KB]

 (2010) Raivis Skadiņš, Kārlis Goba, & Valters Šics: Improving SMT for Baltic languages with factored models. Human Language Technologies – the Baltic Perpective, 4th International Conference, Riga, Latvia, October 8, 2010; 17 slides [PDF of PPT, 742KB]

(2010) Glenn Slayden, Mei-Yuh Hwang, & Lee Schwartz: Thai sentence-breaking for large-scale SMT. [Coling 2010] Proceedings of the 1st Workshop on South and Southeast Asian Natural Language Processing, Beijing, China, August 2010; pp.8-16. [PDF, 334KB]

(2010) Zhiyi Song, Stephanie Strassel, Gary Krug, & Kazuaki Maeda: Enhanced infrastructure for creation and collection of translation resources. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1309-1314. [PDF, 324KB]

(2010) Lucia Specia, Nicola Cancedda, & Marc Dymetman: A dataset for assessing machine translation evaluation metrics. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.3375-3378. [PDF, 362KB]

(2010) Daniel Stein, Stephan Peitz, David Vilar, & Hermann Ney: A cocktail of deep syntactic features for hierarchical machine translation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 221KB]

(2010) Sara Stymne & Lars Ahrenberg: Using a grammar checker for evaluation and postprocessing of statistical machine translation. LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2175-2181. [PDF,

(2010) Jinsong Su, Yang Liu, Haitao Mi, Hongmei Zhao, Yajuan Lü, & Qun Liu: Dependency-based bracketing transduction grammar for statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1185-1193. [PDF, 226KB]

(2010) Jinsong Su, Yang Liu, Yajuan Lü, Haitao Mi, & Qun Liu: Learning lexicalized reordering models from reordering graphs. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.12-16. [PDF, 1365KB]

(2010) Jun Sun, Min Zhang, & Chew Lim Tan: Discriminative induction of sub-tree alignment using limited labeled data. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1047-1055. [PDF, 370KB]

 (2010) Sun Le: A user-adaptive framework for computer-aided translation system [abstract]. Journal of Translation Studies 13 (1-2), Special issue: The teaching of computer-aided translation, ed. Chan Sin-wai; pp. 155-64.

(2010) Yanli Sun, Sharon O’Brien, Minako O’Hagan, & Fred Hollowood: A novel statistical pre-processing model for rule-based machine translation system.  EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 790KB]; presentation: 28 slides [PDF, 580KB]

 (2010) Liang Tian, Fai Wong, & Sam Chao: An improvement of translation quality with adding key-words in parallel corpus. Ninth International Conference on Machine Learning and Cybernetics Qingdao, China, 11-14 July 2010; pp. 1273-1278. [PDF, 226KB]

(2010) Jörg Tiedemann: Context adaptation in statistical machine translation using models with exponentially decaying cache. Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language Processing, ACL 2010, Uppsala, Sweden, 15 July 2010; pp.8-15. [PDF, 148KB]

(2010) J.Tomás, A.Canovas, J.Lloret, M.García Pineda, & J.L.Abad: Speech translation in pedagogical environment using additional sources of knowledge.  LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.1521-1524. [PDF, 442KB]

(2010) Zhaopeng Tu, Yang Liu, Young-Sook Hwang, Qun Liu, & Shouxun Lin: Dependency forest for statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1092-1100. [PDF, 215KB]

(2010) Jakob Uszkoreit, Jay M.Ponte, Ashok C.Popat, & Moshe Dubiner: Large scale parallel document mining for machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1101-1109. [PDF, 241KB]

(2010) Kirti Vashee: AsiaOnline: company & technology overview. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 23pp. [PDF, 6645KB]

(2010) Kirti Vashee & Rustin Gibbs: Scenarios for customizing an SMT engine based on availability of data. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 4pp. [PDF, 153KB]

(2010) Andrejs Vasiljevs: LetsMT! – towards cloud based service for MT generation. Translingual Europe 2010, Hotel Maritim, Berlin, Germany, Monday June 7th 2010; 15pp. [PDF, 368KB]

(2010) Karthik Visweswariah, Jiri Navratil, Jeffrey Sorensen, Vijil Chenthamarakshan, & Nanda Kambhatla: Syntax based reordering with automatically derived rules for improved statistical machine translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1119-1127. [PDF, 169KB]

(2010) Martin Volk, Rico Sennrich, Christian Hardmeier, & Frida Tidström: Machine translation of TV subtitles for large scale production. JEC 2010: Second joint EM+/CNGL WorkshopBringing MT to the user: research on integrating MT in the translation industry”, AMTA 2010, Denver, Colorado, November 4, 2010; pp.53-62. [PDF, 120KB]

 (2010) Wei Wang, Jonathan May, Kevin Knight, & Daniel Marcu: Re-structuring, re-labeling, and re-aligning for syntax-based machine translation. Computational Linguistics 36 (2), pp. 247-277 [PDF, 984KB]

(2010) Zhiyang Wang, Yajuan Lü, Qun Liu, & Young-Sook Hwang: Better filtration and augmentation for hierarchical phrase-based translation rules. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.142-146. [PDF, 135KB]

(2010) Taro Watanabe: Foundations of statistical machine translation:past, present and future. Interspeech 2010, Makuhari, Japan, 26-30 September 2010; 1p. [PDF, 20KB]

(2010) Chris Wendt: Better translations with user collaboration – integrated MT at Microsoft. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 5pp. [PDF, 807KB]

 (2010) Guillaume Wisniewski, Alexandre Allauzen, & François Yvon: Assessing phrase-based translation models with oracle decoding. [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.933-943. [PDF, 188KB]

(2010) Billy Tak-Ming Wong: Semantic evaluation of machine translation.  LREC 2010: proceedings of the  seventh international conference on Language Resources and Evaluation, 17-23 May 2010, Valletta, Malta; pp.2884-2888. [PDF, 574KB]

(2010) Joern Wuebker, Arne Mauser, & Hermann Ney: Training phrase translation models with leaving-one-out. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.475-484. [PDF, 298KB]

(2010) Bing Xiang, Yonggang Deng, & Bowen Zhou: Diversify and combine: improving word alignment for machine translation on low-resource languages. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Proceedings of the Conference Short Papers; pp.22-26. [PDF, 86KB]

 (2010) Tong Xiao, Jingbo Zhu, Muhua Zhu, & Huizhen Wang: Boosting-based system combination for machine translation. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.739-748. [PDF, 380KB]

(2010) Tong Xiao, Jingbo Zhu, Hao Zhang, & Muhua Zhu: An empirical study of translation rule extraction with multiple parsers. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1345-1353. [PDF, 388KB]

(2010) Xinyan Xiao, Yang Liu, Young-Sook Hwang, Qun Liu, & Shouxun Lin: Joint tokenization and translation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1200-1208. [PDF, 342KB]

(2010) Deyi Xiong, Min Zhang, & Haizhou Li: Error detection for statistical machine translation using linguistic features. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.604-611. [PDF, 520KB]

(2010) Deyi Xiong, Min Zhang, & Haizhou Li: Learning translation boundaries for phrase-based decoding. NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Proceedings… June 2-4, 2010, Los Angeles, California; pp.136-144. [PDF, 450KB]

(2010) Deyi Xiong, Min Zhang, Aiti Aw, & Haizhou Li: Linguistically annotated reordering: evaluation and analysis. Computational Linguistics 36 (3), pp. 535-568 [PDF, 745KB]

(2010) Huichao Xue & Rebecca Hwa: Syntax-driven machine translation as a model of ESL revision. Coling 2010: 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing International Convention Center, Beijing, China, Posters volume; pp.1373-1381. [PDF, 258KB]

(2010) Yang Mei & Katrin Kirchhoff: Contextual modeling for meeting translation using unsupervised word sense disambiguation. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1227-1235. [PDF, 461KB]

(2010) Reyyan Yeniterzi & Kemal Oflazer: Syntax-to-morphology mapping in factored phrase-based statistical machine translation from English to Turkish. ACL 2010: the 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden, July 11-16, 2010: Conference proceedings; pp.454-464. [PDF, 1381KB]

(2010) E.Yuste, M.Herranz, A.-L.Lagarda, L.Tarazón, I.Sánchez-Cortina, & F.Casacuberta: PangeaMT – putting open standards to work…well. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 8pp. [PDF, 480KB]

 (2010) Hui Zhang, Min Zhang, Haizhou Li, & Eng Siong Chang: Non-isomorphic forest pair translation. [EMNLP 2010] Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, USA, 9-11 October 2010; pp.440-450. [PDF, 307KB]

(2010) Ventsislav Zhechev & Josef van Genabith: Maximising TM performance through sub-tree alignment and SMT. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 293KB]

(2010) Zhemin Zhu, Delphine Bernhard, & Iryna Gurevych: A monolingual tree-based translation model for sentence simplification. Coling 2010: 23rd International Conference on Computational Linguistics. Proceedings of the conference, 23-27 August 2010, Beijing International Convention Center, Beijing, China; pp.1353-1361. [PDF, 260KB]

Transfer-based MT

(2014) Timur Gilmanov, Olga Scrivner, & Sandra Kübler: SWIFT aligner, a multifunctional tool for parallel corpora: visualization, word alignment, and (morpho)-syntactic cross-language transfer. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.2913-2919. [PDF, 284KB]

(2014) Nianwen Xue, Ondřej Bojar, Jan Hajič, Martha Palmer, Zdeňka Urešová, & Xiuhong Zhang: Not an interlingua, but close: comparison of English AMRs to Chinese and Czech. LREC 2014: Ninth International Conference on Language Resources and Evaluation, May 26-31, 2014 Harpa Concert Hall and Conference Center, Reykjavik, Iceland; ed. Nicoletta Calzolari et al.; pp.1765-1772. [PDF, 417KB]

(2012) Vincent Berment & Christian Boitet: Heloise – an ARIANE-G5 compatible environment for developing expert MT systems online. Proceedings of COLING 2012: Demonstration Papers, Mumbai, December 2012; pp.9-16. [PDF, 189KB]

(2012) Petter Haugereid & Francis Bond: Extracting semantic transfer rules from parallel corpora with SMT phrase aligners. SSST-6, Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation, Jeju, Republic of Korea, 12 July 2012; pp.67-75. [PDF, 194KB]

(2012) Sabine Hunsicker, Chen Yu, & Christian Federmann: Machine learning for hybrid machine translation. WMT 2012: 7th Workshop on Statistical Machine Translation. Proceedings of the workshop, June 7-8, 2012, Montréal, Canada; pp.312-316. [PDF, 131KB]

(2012) Juan Pablo Martínez Cortés, Jim O’Regan, & Francis M.Tyers: Free/open source shallow-transfer based machine translation for Spanish and Aragonese.  LREC 2012: Eighth international conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey; pp.2153-2157. [PDF, 316KB]

(2012) V.M.Sánchez-Cartagena, F.Sánchez-Martínez, & J.A.Pérez-Ortiz: An open-source toolkit for integrating shallow-transfer rules into phrase-based statistical machine translation. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.41-54. [PDF, 620KB]

(2012) Oscar Täckström: Nudging the envelope of direct transfer methods for multilingual named entity recognition. NAACL-HLT Workshop on the Induction of Linguistic Structure, Montréal, Canada, June 3-8, 2012; pp.55-63. [PDF, 188KB]

(2012) Trond Trosterud & Kevin Brubeck Unhammer: Evaluating North Sámi to Norwegian assimilation RBMT. In: Free/Open-Source Rule-Based Machine Translation, ed.Cristina Espańa-Bonet and Aarne  Ranta. Proceedings of a Workshop held in Gothenburg, 14-15 June, 2012; pp.13-26. [PDF, 570KB]

(2011) Igor Boguslavsky: Processing of Russian by the ETAP-3 linguistic processor. Machine Translation and Morphologically- rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 26 January, 2011; 2pp. [PDF, 110KB]; presentation: 48 slides [PDF of PPT, 227KB]

(2011) Tihomir Rangelov: Rule-based machine translation between Bulgarian and Macedonian. Proceedings of the Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; pp.53-59. [PDF, 164KB]

(2011) Joanna Ruth & Jimmy O’Regan: Shallow-transfer rule-based machine translation from Czech to Polish. Proceedings of the Second International Workshop on Free/Open-Source Rule-Based Machine Translation, Barcelona, Spain, January 20-21, 2011, ed. F.Sánchez-Martínez and J.A.Pérez-Ortiz; pp.69-76. [PDF, 157KB]

(2011) Hajer Sahnou & Kais Haddar: Automatic translation: comparative study between linguistic methods, selection criteria and some suggestions for NooJ.  Tralogy, Paris, 3-4 March 2011;  16pp. [PDF, 280KB

(2011) Victor M.Sánchez-Cartagnena, Felipe Sánchez-Martínez, & Juan Antonio Pérez-Ortiz: Enriching a statistical machine translation system trained on small parallel corpora with rule-based bilingual phrases. [RANLP 2011] Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 12-14 September 2011; pp.90-96. [PDF, 125KB]

(2011) Reshef Shilon, Nizar Habash, Alon Lavie, & Shuly Wintner: Machine translation between Hebrew and Arabic: needs, challenges and preliminary solutions. Machine Translation and Morphologically- rich Languages: Research Workshop of the Israel Science Foundation, University of Haifa, Israel, 23 January, 2011; 1p. [PDF, 54KB]

 (2011) Petra Wolf, Ulrike Bernardi, Christian Federmann, & Sabine Hunsicker: From statistical term extraction to hybrid machine translation. [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; pp.225-232. [PDF, 329KB]; presentation, 24 slides [PDF]

(2011) PaCo-MT: parse and corpus-based machine translation. (European Machine Translation Projects.) [EAMT 2011]: proceedings of the 15th conference of the European Association for Machine Translation, 30-31 May 2011, Leuven, Belgium; eds. Mikel L.Forcada, Heidi Depraetere, Vincent Vandeghinste; p.347. [PDF, 100KB]

(2010) Arafat Ahsan, Prasanth Kolachina, Sudheer Kolachina, Dipti Misra Sharma, & Rajeev Sangal: Coupling statistical machine translation with rule-based transfer and generation. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 9pp. [PDF, 162KB]

(2010) Mikel L.Forcada, Boyan Ivanov Bonev, Sergio Ortiz Rojas, Juan Antonio Pérez Ortiz, Gema Ramírez Sánchez, Felipe Sánchez Martínez, Carme Armentano-Oller, Marco A.Montava, & Francis M.Tyers: Documentation of the open-source shallow-transfer machine translation platform Apertium; ed. Mireia Ginestí Rosell. Departament de Llenguatges i Sistemes Informŕtics, Universitat d’Alacant, March 10, 2010; 214pp. [PDF, 700KB]

(2010) Reshef Shilon, Nizar Habash, Alon Lavie, & Shuly Wintner: Machine translation between Hebrew and Arabic: needs, challenges and preliminary solutions. AMTA 2010: the Ninth conference of the Association for Machine Translation in the Americas, Denver, Colorado, October 31 – November 4, 2010; 10pp. [PDF, 141KB]

(2010) Lucia Silva: Fine-tuning in Brazilian Portuguese-English statistical transfer machine translation: verbal tenses.  NAACL HLT 2010: Human Language Technologies: the 2010 annual conference of the North American Chapter of the Association for Computational Linguistics. Student Research Workshop… June 2, 2010, Los Angeles, California; pp.58-63. [PDF, 251KB]

(2010) Jernej Vičič & Petr Homola: Speeding up the implementation process of a shallow transfer machine translation system. EAMT 2010: Proceedings of the 14th Annual conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. Proceedings ed.Viggo Hansen and François Yvon; 8pp. [PDF, 624KB]

Triangulation see Pivot  language