Koehn, Philipp

Professor
Computer Science
Personal Website

Hackerman 226
(410) 516-3427
phi@jhu.edu

Jump to:

News

About

Education
  • Ph.D. 2003, UNIV SOUTHERN CALIFORNIA
Experience
  • 2014 - 2014:  Officer, President/Elect/Past, ACL SIG DAT
  • 2010 - Present:  Officer, President/Elect/Past, ACL SIG Machine Translation
  • 2004 - Present:  Professor, University of Edinburgh
Research Areas
  • Big Data Natural Language Processing
  • Machine translation
Awards
  • 2015:  Award of Honor
  • 2013:  Finalist, European Inventor Award
Presentations
  • "Progress in Statistical and Neural Machine Translation", Booking.com Seminar.  Amsterdam, The Netherlands.  January 27, 2017
  • "Introduction to Neural Machine Translation", Omniscien Technology Webinar.  Online.  January 24, 2017
  • "The State of Neural Machine Translation", Webinar Omniscien Technology.  Online.  November 24, 2016
  • "Morphology in Low Resource Machine Translation", Workshop on Semitic Languages.  Austin, Texas.  November 1, 2016
  • "MT Marathons, Open Source, and Collaborative Research in MT", AMTA Conference.  Austin, Texas.  October 29, 2016
  • "CASMACAT - Advancing computer aided translation beyond post-editing", Translating Europe Forum.  Brussels, Belgium.  October 28, 2016
  • "Computer Aided Translation. With Neurons", Machine Translation Marathon.  Prague, Czech Republic.  September 16, 2016
  • "Machine Translation as Sequence Prediction", 6th Lisbon Machine Learning School.  Lisbon, Portugal.  July 23, 2016
  • "Advances in Computer Aided Translation Beyond Post-Editing", Machine Translation Summit.  Miami, FL.  October 31, 2015
  • "Johns Hopkins University: Syntax-Based System", NIST Open Machine Translation Evaluation.  Alexandria, VA.  June 25, 2015
  • "Machine Translation: Going Deep", Workshop on Syntax, Semantics and Structure in Statistical Translation.  Denver, CO.  June 4, 2015
  • "Machine Translation and the Translator", International Annual Meeting on Computer-Assisted Translation and Terminology (JIAMCATT).  New York, NY.  April 8, 2015
  • "Challenges in Machine Translation", Invited Talk.  Moscow.  November 28, 2014
  • "Tutorial Syntax-Based Statistical Machine Translation", Conference on Empirical Methods in Natural Language Processing.  Qatar.  October 29, 2014
  • "Recent Research in Machine Translation", Invited Talk.  Baltimore.  July 28, 2014
  • "Recent Research in Machine Translation", Invited Talk.  New York.  July 3, 2014
  • "Machine Translation and Human Translation", Invited Talk.  Edinburgh.  March 22, 2014

Publications

Journal Articles
  • Renduchintala A, Knowles R, Koehn P, Eisner J (2016).  User modeling in language learning with macaronic texts.  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers.  4.
  • Renduchintala A, Knowles R, Koehn P, Eisner J (2016).  Creating interactive macaronic interfaces for language learning.  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - System Demonstrations.
  • Williams P, Sennrich R, Post M, Koehn P (2016).  Syntax-based Statistical Machine Translation.  Synthesis Lectures on Human Language Technologies.  9(4).
  • Durrani N, Schmid H, Fraser A, Koehn P, Schütze H (2015).  The Operation Sequence Model - Combining N-Gram-Based and Phrase-Based Statistical Machine Translation.  Computational Linguistics.  41(2).
  • Durrani N, Schmid H, Fraser A, Koehn P, Schütze H (2015).  The operation sequencemodel—combining N-gram-based and phrase-based statistical machine translation.  Computational Linguistics.  41(2).
  • Sanchis-Trilles G, Alabau V, Buck C, Carl M, Casacuberta F, García-Martínez M, Germann U, JesúsGonzález-Rubio , Hill RL, Koehn P, Leiva LA, Mesa-Lao B, Ortiz-Martínez D, Saint-Amand H, Tsoukala C (2014).  Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench.  Machine Translation.  28(3-4).  217-235.
  • Koehn P, Tsoukala C, Saint-Amand H (2014).  Refinements to interactive translation prediction based on search graphs.  52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference.  2.
  • Roturier J, Koehn P (2014).  Message from programme chairs.  Proceedings of the 17th Annual Conference of the European Association for Machine Translation, EAMT 2014.
  • Durrani N, Koehn P, Schmid H, Fraser A (2014).  Investigating the usefulness of generalizedword representations in SMT.  COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers.
  • Hasler E, Blunsom P, Koehn P, Haddow B (2014).  Dynamic topic adaptation for phrase-based MT.  14th Conference of the European Chapter of the Association for Computational Linguistics 2014, EACL 2014.
  • Hasler E, Haddow B, Koehn P (2014).  Combining domain and topic adaptation for SMT.  Proceedings of the 11th Conference of the Association for Machine Translation in the Americas, AMTA 2014.  1.
  • Chelba C, Mikolov T, Schuster M, Ge Q, Brants T, Koehn P, Robinson T (2014).  One billion word benchmark for measuring progress in statistical language modeling.  Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH.
  • Durrani N, Koehn P (2014).  Improving machine translation via triangulation and transliteration.  Proceedings of the 17th Annual Conference of the European Association for Machine Translation, EAMT 2014.
  • Sanchis-Trilles G, Alabau V, Buck C, Carl M, Casacuberta F, García-Martínez M, Germann U, González-Rubio J, Hill RL, Koehn P, Leiva LA, Mesa-Lao B, Ortiz-Martínez D, Saint-Amand H, Tsoukala C, Vidal E (2014).  Interactive translation prediction versus conventional post-editing in practice: A study with the CasMaCat workbench.  Machine Translation.  28(3-4).
  • Smith JR, Koehn P, Saint-Amand H, Callison-Burch C, Plamada M, Lopez A (2013).  Dirt cheap web-scale parallel text from the Common Crawl.  ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference.  1.
  • Heafield K, Koehn P, Lavie A (2013).  Grouping language model boundarywords to speed k-best extraction from hypergraphs.  NAACL HLT 2013 - 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Main Conference.
  • Durrani N, Fraser A, Schmid H, Hoang H, Koehn P (2013).  Can Markov models over minimal translation units help phrase-based SMT?.  ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference.  2.
  • Xu W, Zhang Y, Williams P, Koehn P (2013).  Learning to prune: Context-sensitive pruning for syntactic MT.  ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference.  2.
  • Heafield K, Pouzyrevsky I, Clark JH, Koehn P (2013).  Scalable modified Kneser-Ney language model estimation.  ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference.  2.
  • Heafield K, Koehn P, Lavie A (2012).  Language model rest costs and space-efficient storage.  EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference.
  • Karakos D, Roark B, Shafran I, Sagae K, Lehr M, Prud'hommeaux E, Xu P, Glenn N, Khudanpur S, Saraçlar M, Bikel D, Dredze M, Callison-Burch C, Cao Y, Hall K, Hasler E, Koehn P, Lopez A, Post M, Rileyi D (2012).  Deriving conversation-based features from unlabeled speech for discriminative language modeling.  13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012.  1.
  • Çelebi A, Sak H, Dikici E, Saraçlar M, Lehr M, Prud'hommeaux E, Xu P, Glenn N, Karakos D, Khudanpur S, Roark B, Sagae K, Shafran I, Bikel D, Callison-Burch C, Cao Y, Hall K, Hasler E, Koehn P, Lopez A, Post M, Riley D (2012).  Semi-supervised discriminative language modeling for Turkish ASR.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Sagae K, Lehr M, Prud'hommeaux E, Xu P, Glenn N, Karakos D, Khudanpur S, Roark B, Saraçlar M, Shafran I, Bikel D, Callison-Burch C, Cao Y, Hall K, Hasler E, Koehn P, Lopez A, Post M, Riley D (2012).  Hallucinated n-best lists for discriminative language modeling.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Xu P, Khudanpur S, Lehr M, Prud'hommeaux E, Glenn N, Karakos D, Roark B, Sagae K, Saraçlar M, Shafran I, Bikel D, Callison-Burch C, Cao Y, Hall K, Hasler E, Koehn P, Lopez A, Post M, Riley D (2012).  Continuous space discriminative language modeling.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Koehn P, Haddow B (2012).  Interpolated backoff for factored translation models.  AMTA 2012 - Proceedings of the 10th Conference of the Association for Machine Translation in the Americas.
  • Koehn P, Hoang H (2012).  Machine translation with open source software.  AMTA 2012 - Proceedings of the 10th Conference of the Association for Machine Translation in the Americas.
  • Gao Y, Koehn P, Birch A (2011).  Soft dependency constraints for reordering in hierarchical phrase-based translation.  EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference.
  • Koehn P (2010).  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 of the Main Conference.
  • Koehn P, Senellart J (2010).  Fast approximate string matching with suffix arrays and A* parsing.  AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas.
  • Koehn P, Hoang H (2010).  Machine translation with open source software.  AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas.
  • Arun A, Haddow B, Koehn P, Lopez A, Dyer C, Blunsom P (2010).  Monte Carlo techniques for phrase-based translation.  Machine Translation.  24(2).
  • Arun A, Blunsom P, Dyer C, Lopez A, Haddow B, Koehn P (2009).  Monte Carlo inference and maximization for phrase-based translation.  CoNLL 2009 - Proceedings of the Thirteenth Conference on Computational Natural Language Learning.
  • Koehn P (2009).  A web-based interactive computer aided translation tool.  ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf..
  • Schroeder J, Cohn T, Koehn P (2009).  Word lattices for multi-source translation.  EACL 2009 - 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings.
  • Hoang H, Koehn P (2009).  Improving mid-range reordering using templates of factors.  EACL 2009 - 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings.
  • Koehn P (2009).  A process study of computer-aided translation.  Machine Translation.  23(4).
  • Chiang D, Koehn P (2009).  Introduction to the special issue on machine translation of Asian languages.  ACM Transactions on Asian Language Information Processing.  8(2).
  • Birch A, Osborne M, Koehn P (2008).  Predicting success in machine translation.  EMNLP 2008 - 2008 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference: A Meeting of SIGDAT, a Special Interest Group of the ACL.
  • Avramidis E, Koehn P (2008).  Enriching morphologically poor languages for statistical machine translation.  ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference.
  • Wang C, Collins M, Koehn P (2007).  Chinese syntactic reordering for statistical machine translation.  EMNLP-CoNLL 2007 - Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.
  • Koehn P, Hoang H (2007).  Factored translation models.  EMNLP-CoNLL 2007 - Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.
  • Callison-Burch C, Osborne M, Koehn P (2006).  Re-evaluating the role of BLEU in machine translation research.  EACL 2006 - 11th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference.
  • Koehn P (2006).  Statistical machine translation and hybrid machine translation.  AMTA 2006 - Proceedings of the 7th Conference of the Association for Machine Translation of the Americas: Visions for the Future of Machine Translation.
  • Callison-Burch C, Koehn P, Osborne M (2006).  Improved statistical machine translation using paraphrases.  HLT-NAACL 2006 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings of the Main Conference.
  • Collins M, Koehn P, Kucerová I (2005).  Clause restructuring for statistical machine translation.  ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference.
  • Koehn P (2004).  Pharaoh: A beam search decoder for phrase-based statistical machine translation models.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  3265.
  • Al-Onaizan Y, Germann U, Hermjakob U, Knight K, Koehn P, Marcu D, Yamada K (2002).  Translation with scarce bilingual resources.  Machine Translation.  17(1).
  • Koehn P (2002).  Combining multiclass maximum entropy text classifiers with neural network voting.  Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science).  2389.
  • Koehn P, Abney S, Hirschberg J, Collins M (2000).  Improving intonational phrasing with syntactic information.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  3.
Books
  • Williams P, Sennrich R, Post M, Koehn P (2016).  Syntax-based Statistical Machine Translation, Philip Williams, Rico Sennrich, Philipp Koehn, and Matt Post, Synthesis Lectures on Human Language Technologies, , 2016.  Morgan and Claypool Publishers.  190.
  • Williams P, Sennrich R, Post M, Koehn P (2016).  Syntax-based Statistical Machine Translation, Philip Williams, Rico Sennrich, Philipp Koehn, and Matt Post, Synthesis Lectures on Human Language Technologies, , 2016.  Morgan and Claypool Publishers.  190.
  • Koehn P (2009).  Statistical machine translation.  9780521874151.
Conference Proceedings
  • Nadejde M, Birch A, Koehn P (2016).  A Verb Lexicon Model with Source-side Syntactic Context for String-to-Tree Machine Translation.  Proceedings of the International Workshop on Spoken Language Translation (IWSLT).
  • Buck C, Koehn P (2016).  Quick and Reliable Document Alignment via TF/IDF-weighted Cosine Distance.  Proceedings of the First Conference on Machine Translation.  Association for Computational Linguistics.  672-678.
  • Ding S, Duh K, Khayrallah H, Koehn P, Post M (2016).  The JHU Machine Translation Systems for WMT 2016.  Proceedings of the First Conference on Machine Translation.  Association for Computational Linguistics.  272-280.
  • Renduchintala A, Knowles R, Koehn P, Eisner J (2016).  User Modeling in Language Learning with Macaronic Texts.  Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).  Association for Computational Linguistics.  1859-1869.
  • Bojar O, Chatterjee R, Federmann C, Graham Y, Haddow B, Huck M, Jimeno Yepes A, Koehn P, Logacheva V, Monz C, Negri M, Neveol A, Neves M, Popel M, Post M, Rubino R, Scarton C, Specia L, Turchi M, Verspoor K, Zampieri M (2016).  Findings of the 2016 Conference on Machine Translation.  Proceedings of the First Conference on Machine Translation.  Association for Computational Linguistics.  131-198.
  • Knowles R, Renduchintala A, Koehn P, Eisner J (2016).  Analyzing Learner Understanding of Novel L2 Vocabulary.  Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning.  Association for Computational Linguistics.  126-135.
  • Renduchintala A, Knowles R, Koehn P, Eisner J (2016).  Creating Interactive Macaronic Interfaces for Language Learning.  Proceedings of ACL-2016 System Demonstrations.  Association for Computational Linguistics.  133-138.
  • Gujral B, Khayrallah H, Koehn P (2016).  Translation of Unknown Words in Low Resource Languages.  Proceedings of the Conference of the Association for Machine Translation in the Americas (AMTA).
  • Knowles R, Koehn P (2016).  Neural Interactive Translation Prediction.  Proceedings of the Conference of the Association for Machine Translation in the Americas (AMTA).
  • Buck C, Koehn P (2016).  UEdin participation in the 1st Translation Memory Cleaning Shared Task.  Proceedings of the 2nd Workshop on Natural Language Processing for Translation Memories (NLP4TM).
  • Bojar O, Federmann C, Haddow B, Koehn P, Post M, Specia L (2016).  Ten Years of WMT Evaluation Campaigns: Lessons Learnt.  Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16).
  • Sanchez-Torron M, Koehn P (2016).  Machine Translation Quality and Post-Editor Productivity.  Proceedings of the Conference of the Association for Machine Translation in the Americas (AMTA).
  • Koehn P (2015).  Computer Aided Translation: Advances and Challenges.  Machine Translation Summit.
  • Stanojevic M, Kamran A, Koehn P, Bojar O (2015).  Results of the WMT15 Metrics Shared Task.  Proceedings of the Tenth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  256-273.
  • Williams P, Sennrich R, Nadejde M, Huck M, Koehn P (2015).  Edinburgh's Syntax-Based Systems at WMT 2015.  Proceedings of the Tenth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  199-209.
  • Haddow B, Huck M, Birch A, Bogoychev N, Koehn P (2015).  The Edinburgh/JHU Phrase-based Machine Translation Systems for WMT2015.  Proceedings of the Tenth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  126-133.
  • Bojar O, Chatterjee R, Federmann C, Haddow B, Huck M, Hokamp C, Koehn P, Logacheva V, Monz C, Negri M, Post M, Scarton C, Specia L, Turchi M (2015).  Findings of the 2015 Workshop on Statistical Machine Translation.  Proceedings of the Tenth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  1-46.
  • Huck M, Hoang H, Koehn P (2014).  Preference Grammars and Soft Syntactic Constraints for GHKM Syntax-based Statistical Machine Translation.  Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation.  Association for Computational Linguistics.  148-156.
  • Durrani N, Koehn P, Schmid H, Fraser A (2014).  Investigating the Usefulness of Generalized Word Representations in SMT.  Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers.  Dublin City University and Association for Computational Linguistics.  421-432.
  • Federico M, Bertoldi N, Cettolo M, Negri M, Turchi M, Trombetti M, Cattelan A, Farina A, Lupinetti D, Martines A, Massidda A, Schwenk H, Barrault L, Blain F, Koehn P, Buck C, Germann U (2014).  The MATECAT Tool.  Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations.  Dublin City University and Association for Computational Linguistics.  129-132.
  • Koehn P, Tsoukala C, Saint-Amand H (2014).  Refinements to Interactive Translation Prediction Based on Search Graphs.  Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers).  Association for Computational Linguistics.  574-578.
  • Huck M, Hoang H, Koehn P (2014).  Augmenting String-to-Tree and Tree-to-String Translation with Non-Syntactic Phrases.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  486-498.
  • Freitag M, Peitz S, Wuebker J, Ney H, Huck M, Sennrich R, Durrani N, Nadejde M, Williams P, Koehn P, Herrmann T, Cho E, Waibel A (2014).  EU-BRIDGE MT: Combined Machine Translation.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  105-113.
  • Hasler E, Haddow B, Koehn P (2014).  Dynamic Topic Adaptation for SMT using Distributional Profiles.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  445-456.
  • Bojar O, Buck C, Federmann C, Haddow B, Koehn P, Leveling J, Monz C, Pecina P, Post M, Saint-Amand H, Soricut R, Specia L, Tamchyna A (2014).  Findings of the 2014 Workshop on Statistical Machine Translation.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  12-58.
  • Durrani N, Haddow B, Koehn P, Heafield K (2014).  Edinburgh's Phrase-based Machine Translation Systems for WMT-14.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  97-104.
  • Williams P, Sennrich R, Nadejde M, Huck M, Hasler E, Koehn P (2014).  Edinburgh's Syntax-Based Systems at WMT 2014.  Proceedings of the Ninth Workshop on Statistical Machine Translation.  Association for Computational Linguistics.  207-214.
  • Hasler E, Blunsom P, Koehn P, Haddow B (2014).  Dynamic Topic Adaptation for Phrase-based MT.  Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics.  Association for Computational Linguistics.  328-337.
  • Durrani N, Sajjad H, Hoang H, Koehn P (2014).  Integrating an Unsupervised Transliteration Model into Statistical Machine Translation.  Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers.  Association for Computational Linguistics.  148-153.
  • Williams P, Koehn P (2014).  Using Feature Structures to Improve Verb Translation in English-to-German Statistical MT.  Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation (HyTra).  Association for Computational Linguistics.  21-29.
  • Koehn P, Germann U (2014).  The Impact of Machine Translation Quality on Human Post-Editing.  Proceedings of the EACL 2014 Workshop on Humans and Computer-assisted Translation.  Association for Computational Linguistics.  38-46.
  • Alabau V, Buck C, Carl M, Casacuberta F, García-Martínez M, Germann U, González-Rubio J, Hill R, Koehn P, Leiva L, Mesa-Lao B, Ortiz-Martínez D, Saint-Amand H, Sanchis Trilles G, Tsoukala C (2014).  CASMACAT: A Computer-assisted Translation Workbench.  Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics.  Association for Computational Linguistics.  25-28.
  • Birch A, Huck M, Durrani N, Bogoychev N, Koehn P (2014).  Edinburgh SLT and MT System Description for the IWSLT 2014 Evaluation.  Proceedings of the International Workshop on Spoken Language Translation (IWSLT).  49-56.
  • Freitag M, Wübker J, Peitz S, Ney H, Huck M, Birch A, Durrani N, Koehn P, Mediani M, Slawik I, Niehues J, Cho E, Waibel A, Bertoldi N, Cettolo M, Federico M (2014).  Combined Spoken Language Translation.  Proceedings of the International Workshop on Spoken Language Translation (IWSLT).  57-64.
  • Durrani N, Koehn P (2014).  Improving machine translation via triangulation and transliteration.  Proceedings of 17th Annual conference of the European Association for Machine Translation.  71-78.
  • Hasler E, Haddow B, Koehn P (2014).  Combining domain and topic adaptation for SMT.  Proceedings of the Eleventh Conference of the Association for Machine Translation in the Americas (AMTA).  1.  139-151.
Back to top