Publications

A regularly updated list of publication of the group can be found in the Edinburgh Research Explorer

2015

Neural Machine Translation of Rare Words with Subword Units, Rico Sennrich and Alexandra Birch and Barry Haddow, arXiv preprint. pdf

Edinburgh's Syntax-Based Systems at WMT 2015, Philip Williams and Rico Sennrich and Maria Nadejde and Matthias Huck and Philipp Koehn, Proceedings of the Tenth Workshop on Statistical Machine Translation. pdf

A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation, Rico Sennrich and Barry Haddow, Proceedings of Empirical Methods in Natural Language Processing (EMNLP). pdf

Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation, Rico Sennrich, Transactions of the Association for Computational Linguistics 3. pdf

A tree does not make a well-formed sentence: Improving syntactic string-to-tree statistical machine translation with more linguistic knowledge, Rico Sennrich and Philip Williams and Matthias Huck, Computer Speech & Language, 32(1):27-45. pdf

2014

Edinburgh's Syntax-Based Systems at WMT 2014, Williams, Philip and Sennrich, Rico and Nadejde, Maria and Huck, Matthias and Hasler, Eva and Koehn, Philipp , Proceedings of the Ninth Workshop on Statistical Machine Translation

Dynamic Topic Adaptation for Phrase-based MT, Hasler, Eva and Blunsom, Phil and Koehn, Philipp and Haddow, Barry, Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics

CASMACAT: A Computer-assisted Translation Workbench, Alabau, Vicent and Buck, Christian and Carl, Michael and Casacuberta, Francisco and García-Martínez, Mercedes and Germann, Ulrich and González-Rubio, Jesús and Hill, Robin and Koehn, Philipp and Leiva, Luis and Mesa-Lao, Bartolomé and Ortiz-Martínez, Daniel and Saint-Amand, Herve and Sanchis Trilles, Germán and Tsoukala, Chara, Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics

Integrating an Unsupervised Transliteration Model into Statistical Machine Translation, Durrani, Nadir and Sajjad, Hassan and Hoang, Hieu and Koehn, Philipp, Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers

The Impact of Machine Translation Quality on Human Post-Editing, Koehn, Philipp and Germann, Ulrich, Proceedings of the EACL 2014 Workshop on Humans and Computer-assisted Translation

Using Feature Structures to Improve Verb Translation in English-to-German Statistical MT, Williams, Philip and Koehn, Philipp, Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation (HyTra)

Refinements to Interactive Translation Prediction Based on Search Graphs, Koehn, Philipp and Tsoukala, Chara and Saint-Amand, Herve, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

Findings of the 2014 Workshop on Statistical Machine Translation, Bojar, Ondrej and Buck, Christian and Federmann, Christian and Haddow, Barry and Koehn, Philipp and Leveling, Johannes and Monz, Christof and Pecina, Pavel and Post, Matt and Saint-Amand, Herve and Soricut, Radu and Specia, Lucia and Tamchyna, Aleš, Proceedings of the Ninth Workshop on Statistical Machine Translation

Edinburgh's Phrase-based Machine Translation Systems for WMT-14, Durrani, Nadir and Haddow, Barry and Koehn, Philipp and Heafield, Kenneth, Proceedings of the Ninth Workshop on Statistical Machine Translation

EU-BRIDGE MT: Combined Machine Translation, Freitag, Markus and Peitz, Stephan and Wuebker, Joern and Ney, Hermann and Huck, Matthias and Sennrich, Rico and Durrani, Nadir and Nadejde, Maria and Williams, Philip and Koehn, Philipp and Herrmann, Teresa and Cho, Eunah and Waibel, Alex, Proceedings of the Ninth Workshop on Statistical Machine Translation

Dynamic Topic Adaptation for SMT using Distributional Profiles, Hasler, Eva and Haddow, Barry and Koehn, Philipp, Proceedings of the Ninth Workshop on Statistical Machine Translation

Augmenting String-to-Tree and Tree-to-String Translation with Non-Syntactic Phrases, Huck, Matthias and Hoang, Hieu and Koehn, Philipp, Proceedings of the Ninth Workshop on Statistical Machine Translation

Preference Grammars and Soft Syntactic Constraints for GHKM Syntax-based Statistical Machine Translation, Huck, Matthias and Hoang, Hieu and Koehn, Philipp, Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation

Edinburgh SLT and MT System Description for the IWSLT 2014 Evaluation, Alexandra Birch and Matthias Huck and Nadir Durrani and Nikolay Bogoychev and Philipp Koehn, Proceedings of the International Workshop on Spoken Language Translation (IWSLT)

Combined Spoken Language Translation, Markus Freitag and Jörn Wübker and Stephan Peitz and Hermann Ney and Matthias Huck and Alexandra Birch and Nadir Durrani and Philipp Koehn and Mohammed Mediani and Isabel Slawik and Jan Niehues and Eunah Cho and Alex Waibel and Nicola Bertoldi and Mauro Cettolo and Marcello Federico, Proceedings of the International Workshop on Spoken Language Translation (IWSLT)

Investigating the Usefulness of Generalized Word Representations in SMT, Durrani, Nadir and Koehn, Philipp and Schmid, Helmut and Fraser, Alexander, Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers

The MATECAT Tool, Federico, Marcello and Bertoldi, Nicola and Cettolo, Mauro and Negri, Matteo and Turchi, Marco and Trombetti, Marco and Cattelan, Alessandro and Farina, Antonio and Lupinetti, Domenico and Martines, Andrea and Massidda, Alberto and Schwenk, Holger and Barrault, Loďc and Blain, Frederic and Koehn, Philipp and Buck, Christian and Germann, Ulrich, Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations

Interactive translation prediction versus conventional post-editing in practice: a study with the CasMaCat workbench, Germán Sanchis-Trilles and Vicent Alabau and Christian Buck and Michael Carl and Francisco Casacuberta and Mercedes García-Martínez and Ulrich Germann and Jesús González-Rubio and Robin L. Hill and Philipp Koehn and Luis A. Leiva and Bartolomé Mesa-Lao and Daniel Ortiz-Martínez and Herve Saint-Amand and Chara Tsoukala, Machine Translation Journal

Improving machine translation via triangulation and transliteration, Nadir Durrani and Philipp Koehn, Proceedings of 17th Annual conference of the European Association for Machine Translation

A CYK+ Variant for SCFG Decoding Without a Dot Chart, Rico Sennrich, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation. pdf bib

2013

Grouping Language Model Boundary Words to Speed K-Best Extraction from Hypergraphs, Kenneth Heafiel, Philipp Koehn, and Alon Lavie, Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2013, pdf, bib.

Applying Pairwise Ranked Optimisation to Improve the Interpolation of Translation Models, Barry Haddow, Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2013, pdf, bib.

Model With Minimal Translation Units, But Decode With Phrases, Nadir Durrani, Alexander Fraser and Helmut Schmid, Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2013, pdf, bib.

Dirt Cheap Web-Scale Parallel Text from the Common Crawl, Jason R. Smith, Herve Saint-Amand, Magdalena Plamada, Philipp Koehn, Chris Callison-Burch, and Adam Lopez, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013, pdf, bib.

Learning to Prune: Context-Sensitive Pruning for Syntactic MT, Wenduan Xu, Yue Zhang, Philip Williams, and Philipp Koehn, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013, pdf, bib.

Can Markov Models Over Minimal Translation Units Help Phrase-Based SMT?, Nadir Durrani, Alexander Fraser, Helmut Schmid, Hieu Hoang, and Philipp Koehn, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013, pdf, bib.

Scalable Modified Kneser-Ney Language Model Estimation, Kenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, and Philipp Koehn, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013, pdf, bib.

Abstract Meaning Representation for Sembanking, Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider, Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013, pdf, bib.

Findings of the 2013 Workshop on Statistical Machine Translation, Ondrej Bojar, Christian Buck, Chris Callison-Burch, Christian Federmann, Barry Haddow, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, and Lucia Specia, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

The Feasibility of HMEANT as a Human MT Evaluation Metric, Alexandra Birch, Barry Haddow, Ulrich Germann, Maria Nadejde, Christian Buck, and Philipp Koehn, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

Edinburgh's Machine Translation Systems for European Language Pairs, Nadir Durrani, Barry Haddow, Kenneth Heafield, and Philipp Koehn, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

Edinburgh's Syntax-Based Machine Translation Systems, Maria Nadejde, Philip Williams, and Philipp Koehn, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

Analysing Lexical Consistency in Translation, Liane Guillou, Proceedings of the Workshop on Discourse in Machine Translation, 2013, pdf, bib.

Implicitation of Discourse Connectives in (Machine) Translation, Thomas Meyer and Bonnie Webber, Proceedings of the Workshop on Discourse in Machine Translation, 2013, pdf, bib.

Munich-Edinburgh-Stuttgart Submissions of OSM Systems at WMT13, Nadir Durrani; Alexander Fraser; Helmut Schmid; Hassan Sajjad; Richárd Farkas, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

QCRI-MES Submission at WMT13: Using Transliteration Mining to Improve Statistical Machine Translation, Hassan Sajjad; Svetlana Smekalova; Nadir Durrani; Alexander Fraser; Helmut Schmid, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

Munich-Edinburgh-Stuttgart Submissions at WMT13: Morphological and Syntactic Processing for SMT, Marion Weller; Max Kisselew; Svetlana Smekalova; Alexander Fraser; Helmut Schmid; Nadir Durrani; Hassan Sajjad; Richárd Farkas, Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013, pdf, bib.

Two Approaches to Correcting Homophone Confusions in a Hybrid Machine Translation System, Pierrette Bouillon, Johanna Gerlach, Ulrich Germann, Barry Haddow and Manny Rayner, Proceedings of the Second Workshop on Hybrid Approaches to Translation, 2013, pdf, bib.

English SLT and MT system description for the IWSLT 2013 evaluation, Alexandra Birch, Nadir Durrani, and Philipp Koehn, Proceedings of the International Workshop on Spoken Language Translation (IWSLT), 2013, pdf

EU-BRIDGE MT: text translation of talks in the EU-BRIDGE project, 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, and Marcello Federico, Proceedngs of the International Workshop on Spoken Language Translation (IWSLT), 2013, pdf.

2012

Interpolated Backoff for Factored Translation Models, Philipp Koehn and Barry Haddow, Meeting of the Association for Machine Translation of the Americas (AMTA), 2012, pdf.

Using source-language transformations to address register mismatches in SMT., Manny Rayner, Pierrette Bouillon, and Barry Haddow, Meeting of the Association for Machine Translation of the Americas (AMTA), 2012, pdf

Language Model Rest Costs and Space-Efficient Storage, Kenneth Heafield, Philipp Koehn and Alon Lavie, Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2012, pdf, bib.

Simulating Human Judgment in Machine Translation Evaluation Campaigns, Philipp Koehn, International Workshop on Spoken Language Translation (IWSLT), 2012, pdf.

Sparse Lexicalised Features and Topic Adaptation for SMT, Eva Hasler, Barry Haddow and Philipp Koehn, International Workshop on Spoken Language Translation (IWSLT), 2012, pdf.

The UEDIN Systems for the IWSLT 2012 Evaluation, Eva Hasler, Peter Bell, Arnab Ghoshal, Barry Haddow, Philipp Koehn, Fergus McInnes, Steve Renals and Pawel Swietojanski, International Workshop on Spoken Language Translation (IWSLT), 2012, pdf.

Findings of the 2012 Workshop on Statistical Machine Translation, Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut and Lucia Specia, Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT), 2012, pdf, bib.

Towards Effective Use of Training Data in Statistical Machine Translation, Philipp Koehn and Barry Haddow, Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT), 2012, pdf, bib.

GHKM Rule Extraction and Scope-3 Parsing in Moses, Philip Williams and Philipp Koehn, Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT), 2012, pdf, bib.

Analysing the Effect of Out-of-Domain Data on SMT Systems, Barry Haddow and Philipp Koehn, Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT), 2012, pdf, bib.

Extending Hiero Decoding in Moses with Cube Growing, Wenduan Xu and Philipp Koehn, The Prague Bulletin of Mathematical Linguistics, Volume 98, pages 133-142, October 2012, pdf.

Hallucinated N-Best Lists for Discriminative Language Modeling, Kenji Sagae, Maider Lehr, Emily Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Murat Saraçlar, Izhak Shafran, Daniel Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012, pdf.

Continuous Space Discriminative Language Modeling, Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Prud'hommeaux, Nathan Glenn, Damianos Karakos, Brian Roark, Kenji Sagae, Murat Saraçlar, Izhak Shafran, Dan Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012, pdf.

Semi-Supervised Discriminative Language Modeling for Turkish ASR, Arda Çelebi, Haçim Sak, Erinç Dikici, Murat Saraçlar, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Kenji Sagae, Izhak Shafran, Dan Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012, pdf.

Deriving conversation-based features from unlabeled speech for discriminative language modeling, Damianos Karakos, Brian Roark, Izhak Shafran, Kenji Sagae, Maider Lehr, Emily Prud'hommeaux, Puyang Xu, Nathan Glenn, Sanjeev Khudanpur, Murat Saraclar, Dan Bikel, Mark Dredze, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philip Koehn, Adam Lopez, Matt Post and Darcey Riley, InterSpeech, 2012, pdf.

2011

Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation, Yang Gao, Philipp Koehn and Alexandra Birch, Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP), pdf, bib.

Left Language Model State for Syntactic Machine Translation, Kenneth Heafield, Hieu Hoang, Philipp Koehn, Tetsuo Kiso and Marcello Federico, International Workshop on Spoken Language Translation (IWSLT), 2011, pdf.

Agreement Constraints for Statistical Machine Translation into German, Philip Williams and Philipp Koehn, Proceedings of the Sixth Workshop on Statistical Machine Translation (WMT), 2011, pdf, bib.

SampleRank Training for Phrase-Based Machine Translation, Barry Haddow, Abhishek Arun and Philipp Koehn, Proceedings of the Sixth Workshop on Statistical Machine Translation (WMT), 2011, pdf, bib.

Findings of the 2011 Workshop on Statistical Machine Translation, Chris Callison-Burch, Philipp Koehn, Christof Monz and Omar Zaidan, Proceedings of the Sixth Workshop on Statistical Machine Translation (WMT), 2011, pdf, bib.

Factored Translation Models, Philipp Koehn and Hieu Hoang, Chapter in Handbook of Natural Language Processing and Machine Translation, editors Olive, Christianson, and McCary, Springer, 2011.

Margin Infused Relaxed Algorithm for Moses, Eva Hasler, Barry Haddow and Philipp Koehn, The Prague Bulletin of Mathematical Linguistics, Volume 96, pages 69-78, October 2011, pdf.

What is a better translation? Reflections on six years of running evaluation campaigns, Philipp Koehn, Tralogy 2011, pdf.

Machine Translation, Philipp Koehn, Chapter in Multilingual Natural Language Processing Applications: From Theory to Practice, editors Imed Zitouni and Daniel M. Bikel, IBM Press, 2012.

2010

Metrics for MT Evaluation: Evaluating Reordering,Alexandra Birch, Phil Blunsom, and Miles Osborne, Machine Translation, 2010

LRscore for Evaluating Lexical and Reordering Quality in MT,Alexandra Birch and Miles Osborne, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

An Experimental Management System, Philipp Koehn, The Prague Billetin of Mathematical Linguistics, no. 94, September 2010, pp. 87-96, pdf.

Monte Carlo Rechniques for Phrase-Based Translation, Abhishek Arun, Barry Haddow, Philipp Koehn, Adam Lopez, Chris Dyer and Miles Osborne, Machine Translation Journal, accepted for publication, 2010.

Fast Approximante String Matching with Suffix Arrays and A* Parsing, Philipp Koehn and Jean Senellart, Meeting of the Association for Machine Translation of the Americas (AMTA), 2010.

Convergence of Translation Memory and Statistical Machine Translation, Philipp Koehn and Jean Senellart, AMTA Workshop on MT Research and the Translation Industry, 2010, pdf.

Findings of the 2010 Joint Workshop on Statistical Machine Translation and Metrics for Machine Translation, Chris Callison-Burch, Philipp Koehn, Christof Monz, Kay Peterson, Mark Przybocki and Omar Zaidan, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

More Linguistic Annotation for Statistical Machine Translation, Philipp Koehn, Barry Haddow, Philip Williams and Hieu Hoang, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

Aiding Pronoun Translation with Co-Reference Resolution, Ronan Le Nagard and Philipp Koehn, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

A Unified Approach to Minimum Risk Training and Decoding, Abhishek Arun, Barry Haddow and Philipp Koehn, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

Improved Translation with Source Syntax Labels, Hieu Hoang and Philipp Koehn, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010, pdf, bib.

Stream-based Translation Models for Statistical Machine Translation, Abby Levenberg, Chris Callison-Burch and Miles Osborne, NAACL 2010, pdf, bib.

Enabling Monolingual Translators: Post-Editing vs. Options, Philipp Koehn, NAACL, 2010, pdf, bib.

Adding Multi-Threaded Decoding to Moses, Barry Haddow, The Prague Bulletin of Mathematical Linguistics, No. 93, January 2010, pp. 57-66, pdf.

Statistical Machine Translation, Philipp Koehn, text book, 488 pages, Cambridge University Press, web site.

2009

Stream-based Randomised Language Models for SMT, Abby Levenberg and Miles Osborne, EMNLP 2009, pdf

A Gibbs Sampler for Phrasal Synchronous Grammar Induction, Phil Blunsom, Trevor Cohn, Chris Dyer and Miles Osborne, ACL 2009, pdf

462 Machine Translation Systems for Europe, Philipp Koehn, Alexandra Birch and Ralf Steinberger, MT Summit XII, 2009, pdf.

Interactive Assistance to Human Translators using Statistical Machine Translation Methods, Philipp Koehn and Barry Haddow, MT Summit XII, 2009, pdf.

Selective addition of corpus-extracted phrasal lexical rules to a rule-based machine translation system, Loďc Dugast, Jean Senellart and Philipp Koehn, MT Summit XII, 2009, pdf.

Monte Carlo inference and maximization for phrase-based translation, Abhishek Arun, Chris Dyer, Barry Haddow, Phil Blunsom, Adam Lopez, and Philipp Koehn, CoNLL 2009, pdf

Translation as Weighted Deduction, Adam Lopez, EACL 2009, pdf

Word Lattices for Multi-Source Translation, Josh Schroeder, Trevor Cohn and Philipp Koehn, EACL, Athens, Greece 2009, pdf, bib.

Improving Mid-Range Re-Ordering using Templates of Factors, Hieu Hoang and Philipp Koehn, EACL, Athens, Greece 2009, pdf, bib.

A Systematic Analysis of Translation Model Search Spaces, Michael Auli, Adam Lopez, Hieu Hoang, and Philipp Koehn, EACL Workshop on Statistical Machine Translation, Athens, Greece 2009, pdf

A Quantitative Analysis of Reordering Phenomena, Alexandra Birch, Phil Blunsom and Miles Osborne, EACL Workshop on Statistical Machine Translation, Athens, Greece 2009, pdf

Findings of the 2009 Workshop on Statistical Machine Translation, Chris Callison-Burch, Philipp Koehn, Christof Monz and Josh Schroeder, EACL Workshop on Statistical Machine Translation, Athens, Greece 2009, pdf, bib.

Statistical Post Editing and Dictionary Extraction: Systran/Edinburgh submissions for ACL-WMT2009, Loïc Dugast, Jean Senellart and Philipp Koehn, EACL Workshop on Statistical Machine Translation, Athens, Greece 2009, pdf, bib.

Edinburgh’s Submission to all Tracks of the WMT2009 Shared Task with Reordering and Speed Improvements to Moses, Philipp Koehn and Barry Haddow, EACL Workshop on Statistical Machine Translation, Athens, Greece 2009, pdf, bib.

A Web-Based Interactive Computer Aided Translation Tool, Philipp Koehn, ACL Software demonstration session, 2009, pdf.

2008

Bayesian Synchronous Grammar Induction, Phillip Blunsom, Trevor Cohn and Miles Osborne, NIPS 2008, pdf

A Discriminative Latent Variable Model for Statistical Machine Translation, Phillip Blunsom, Trevor Cohn and Miles Osborne, ACL 2008, pdf

Probabilistic Inference for Machine Translation, Phil Blunsom and Miles Osborne, EMNLP 2008, pdf

Tera-Scale Translation Models via Pattern Matching, Adam Lopez, Coling 2008, pdf.

Statistical Machine Translation, Adam Lopez, ACM Computing Surveys 40(3), article 8, 49 pages, August 2008, pdf.

Large and Diverse Language Models for Statistical Machine Translation, Holger Schwenk and Philipp Koehn, IJCNLP 2008 pdf.

Enriching Morphologically Poor Languages for Statistical Machine Translation, Eleftherios Avramidis and Philipp Koehn, ACL 2008, pdf.

Edinburgh University System Description for the 2008 NIST Machine Translation Evaluation, Philipp Koehn, Josh Schroeder and Miles Osborne, NIST MT Evaluation Meeting, pdf.

Design of the Moses Decoder for Statistical Machine Translation, Hieu Hoang and Philipp Koehn, ACL Workshop on Software engineering, testing, and quality assurance for NLP 2008 pdf.

Further Meta-Evaluation of Machine Translation, Chris Callison-Burch, Cameron Fordyce, Philipp Koehn, Christof Monz and Josh Schroeder, ACL Workshop on Statistical Machine Translation 2008, pdf.

Towards better Machine Translation Quality for the German-English Language Pairs, Philipp Koehn, Abhishek Arun and Hieu Hoang, ACL Workshop on Statistical Machine Translation 2008, pdf.

Can we Relearn an RBMT System?, Loic Dugast, Jean Senellart and Philipp Koehn, ACL Workshop on Statistical Machine Translation 2008, pdf.

Predicting Success in Machine Translation, Alexandra Birch, Miles Osborne and Philipp Koehn, EMNLP 2008, pdf

2007

(Meta-) Evaluation of Machine Translation, Chris Callison-Burch, Cameron Fordyce, Philipp Koehn, Christof Monz and Josh Schroeder, ACL 2007 SMT Workshop, pdf

Experiments in Domain Adaptation for Statistical Machine Translation, Philipp Koehn and Josh Schroeder, ACL 2007 SMT Workshop, pdf

CCG Supertags in Factored Translation Models. Alexandra Birch, Miles Osborne and Philipp Koehn. SMT Workshop at ACL, Prague, Czech Republic 2007 pdf

Smoothed Bloom filter language models: Tera-Scale LMs on the Cheap. David Talbot and Miles Osborne. EMNLP, Prague, Czech Republic 2007 pdf.

Randomised Language Modelling for Statistical Machine Translation. David Talbot and Miles Osborne. ACL, Prague, Czech Republic 2007 pdf.

Statistical Machine Translation. Miles Osborne. Dictionary entry to appear in Encyclopedia of Machine Learning (Springer-Verlag, forthcoming), pdf.

Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora, Trevor Cohn and Mirella Lapata, ACL 2007, pdf.

Large Margin Synchronous Generation and its Application to Sentence Compression, Trevor Cohn and Mirella Lapata, EMNLP 2007, pdf

Factored Translation Models, Philipp Koehn and Hieu Hoang, EMNLP 2007, pdf.

Chinese Syntactic Reordering for Statistical Machine Translation, Chao Wang, Michael Collins and Philipp Koehn, EMNLP 2007, pdf.

Moses: Open Source Toolkit for Statistical Machine Translation, Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, Evan Herbst, ACL 2007, demonstration session, pdf.

Statistical Post-Edition on SYSTRAN Rule-Based Translation System, Loďc Dugast, Jean Senellart, Michel Simard and Philipp Koehn, ACL Workshop on Statistical Machine Translation 2007, pdf.

Online Learning Methods For Discriminative Training of Phrase Based Statistical Machine Translation, Abhishek Arun and Philipp Koehn, MT Summit XI, 2007.

The University of Edinburgh System Description for IWSLT 2007, Josh Schroeder and Philipp Koehn, IWSLT 2007, pdf.

2006

Modelling Lexical Redundancy for Machine Translation. David Talbot and Miles Osborne. ACL, Sydney, Australia 2006, pdf.

Improved Statistical Machine Translation Using Paraphrases, Chris Callison-Burch, Philipp Koehn and Miles Osborne, NAACL 2006, pdf.

Re-evaluating the Role of Bleu in Machine Translation Research, Chris Callison-Burch, Miles Osborne and Philipp Koehn, EACL 2006, pdf.

Manual and Automatic Evaluation of Machine Translation between European Languages, Philipp Koehn and Christof Monz, NAACL 2006 Workshop on Statistical Machine Translation, pdf.

Constraining the Phrase-Based, Joint Probability Statistical Translation Model, Alexandra Birch, Chris Callison-Burch, Miles Osborne and Philipp Koehn, NAACL 2006 Workshop on Statistical Machine Translation, pdf.

Edinburgh System Description for the 2006 TC-STAR Spoken Language Translation Evaluation, Abhishek Arun, Amittai Axelrod, Alexandra Birch, Chris Callison-Burch, Hieu Hoang, Philipp Koehn, Miles Osborne, David Talbot, TC-Star Evaluation Workshop, 2006.

2005

Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases, Chris Callison-Burch, Colin Bannard and Josh Schroeder, ACL 2005, pdf.

Paraphrasing with Bilingual Parallel Corpora, Colin Bannard and Chris Callison-Burch, ACL 2005, pdf.

Clause Restructuring for Statistical Machine Translation, Michael Collins, Philipp Koehn, and Ivona Kucerova, ACL 2005, pdf.

Lexicalization in Crosslinguistic Probabilistic Parsing: The Case of French, Abhishek Arun and Frank Keller, ACL 2005, pdf.

Shared Task: Statistical Machine Translation between European Languages, Philipp Koehn and Christof Monz, ACL 2005 Workshop on Parallel Text, pdf.

Europarl: A Parallel Corpus for Statistical Machine Translation, Philipp Koehn, MT Summit 2005, pdf.

Edinburgh System Description for the 2005 IWSLT Speech Translation Evaluation, Philipp Koehn, Amittai Axelrod, Alexandra Birch, Chris Callison-Burch, Miles Osborne and David Talbot, International Workshop on Spoken Language Translation 2005, pdf.

Edinburgh System Description for the 2005 NIST MT Evaluation, Philipp Koehn, Amittai Axelrod, Alexandra Birch, Chris Callison-Burch, Miles Osborne, David Talbot, and Michael White, MT Evaluation Workshop 2005, pdf, slides.

2004

Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora, Chris Callison-Burch, David Talbot and Miles Osborne, ACL 2004, pdf.

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