Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics WMT

Thamme Gowda | Tom Kocmi | Marcin Junczys-Dowmunt |

Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness IJCNLP AACL

Rohit Jain | Huda Khayrallah | Roman Grundkiewicz | Marcin Junczys-Dowmunt |

SOTASTREAM: A Streaming Approach to Machine Translation Training NLPOSS WS

Matt Post | Thamme Gowda | Roman Grundkiewicz | Huda Khayrallah | Rohit Jain | Marcin Junczys-Dowmunt |

Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation WMT

Hieu Hoang | Marcin Junczys-dowmunt | Roman Grundkiewicz | Huda Khayrallah |

On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs EACL HumEval

Roman Grundkiewicz | Marcin Junczys-Dowmunt | Christian Federmann | Tom Kocmi |

The Curious Case of Hallucinations in Neural Machine Translation NAACL

Vikas Raunak | Arul Menezes | Marcin Junczys-Dowmunt |

To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation EMNLP WMT

Tom Kocmi | Christian Federmann | Roman Grundkiewicz | Marcin Junczys-Dowmunt | Hitokazu Matsushita | Arul Menezes |

The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP WMT

Shuoyang Ding | Marcin Junczys-Dowmunt | Matt Post | Christian Federmann | Philipp Koehn |

Levenshtein Training for Word-level Quality Estimation EMNLP

Shuoyang Ding | Marcin Junczys-Dowmunt | Matt Post | Philipp Koehn |

Proceedings of the Fourth Workshop on Neural Generation and Translation ACL NGT WS

Alexandra Birch | Andrew Finch | Hiroaki Hayashi | Kenneth Heafield | Marcin Junczys-Dowmunt | Ioannis Konstas | Xian Li | Graham Neubig | Yusuke Oda |

Minimally-Augmented Grammatical Error Correction EMNLP WS

Roman Grundkiewicz | Marcin Junczys-Dowmunt |

From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP WS

Young Jin Kim | Marcin Junczys-Dowmunt | Hany Hassan | Alham Fikri Aji | Kenneth Heafield | Roman Grundkiewicz | Nikolay Bogoychev |

Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL WS

Roman Grundkiewicz | Marcin Junczys-Dowmunt | Kenneth Heafield |

Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation ACL WMT WS

Marcin Junczys-Dowmunt |

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP

Nikolay Bogoychev | Kenneth Heafield | Alham Fikri Aji | Marcin Junczys-Dowmunt |

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL

Marcin Junczys-Dowmunt | Roman Grundkiewicz | Shubha Guha | Kenneth Heafield |

Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation NAACL

Roman Grundkiewicz | Marcin Junczys-Dowmunt |

Marian: Fast Neural Machine Translation in C++ ACL

Marcin Junczys-Dowmunt | Roman Grundkiewicz | Tomasz Dwojak | Hieu Hoang | Kenneth Heafield | Tom Neckermann | Frank Seide | Ulrich Germann | Alham Fikri Aji | Nikolay Bogoychev | André F. T. Martins | Alexandra Birch |

Are we experiencing the Golden Age of Automatic Post-Editing? WS

Marcin Junczys-Dowmunt |

Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL WS

Marcin Junczys-Dowmunt | Kenneth Heafield | Hieu Hoang | Roman Grundkiewicz | Anthony Aue |

Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data EMNLP WMT WS

Marcin Junczys-Dowmunt |

MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP WMT WS

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

evision PDF of 'Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora EMNLP WMT WS

Marcin Junczys-Dowmunt |

Nematus: a Toolkit for Neural Machine Translation EACL

Rico Sennrich | Orhan Firat | Kyunghyun Cho | Alexandra Birch | Barry Haddow | Julian Hitschler | Marcin Junczys-Dowmunt | Samuel Läubli | Antonio Valerio Miceli Barone | Jozef Mokry | Maria Nădejde |

The SUMMA Platform Prototype EACL

Renars Liepins | Ulrich Germann | Guntis Barzdins | Alexandra Birch | Steve Renals | Susanne Weber | Peggy van der Kreeft | Hervé Bourlard | João Prieto | Ondřej Klejch | Peter Bell | Alexandros Lazaridis | Alfonso Mendes | Sebastian Riedel | Mariana S. C. Almeida | Pedro Balage | Shay B. Cohen | Tomasz Dwojak | Philip N. Garner | Andreas Giefer | Marcin Junczys-Dowmunt | Hina Imran | David Nogueira | Ahmed Ali | Sebastião Miranda | Andrei Popescu-Belis | Lesly Miculicich Werlen | Nikos Papasarantopoulos | Abiola Obamuyide | Clive Jones | Fahim Dalvi | Andreas Vlachos | Yang Wang | Sibo Tong | Rico Sennrich | Nikolaos Pappas | Shashi Narayan | Marco Damonte | Nadir Durrani | Sameer Khurana | Ahmed Abdelali | Hassan Sajjad | Stephan Vogel | David Sheppey | Chris Hernon | Jeff Mitchell |

An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing IJCNLP

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

Pushing the Limits of Translation Quality Estimation TACL

André F. T. Martins | Marcin Junczys-Dowmunt | Fabio N. Kepler | Ramón Astudillo | Chris Hokamp | Roman Grundkiewicz |

Predicting Target Language CCG Supertags Improves Neural Machine Translation WMT WS

Maria Nădejde | Siva Reddy | Rico Sennrich | Tomasz Dwojak | Marcin Junczys-Dowmunt | Philipp Koehn | Alexandra Birch |

The AMU-UEdin Submission to the WMT 2017 Shared Task on Automatic Post-Editing WMT WS

Marcin Junczys-Dowmunt | Marcin Junczys-Dowmunt |

Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction EMNLP

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

The United Nations Parallel Corpus v1.0 LREC

Michał Ziemski | Marcin Junczys-Dowmunt | Bruno Pouliquen |

Target-Side Context for Discriminative Models in Statistical Machine Translation ACL

Aleš Tamchyna | Alexander Fraser | Ondřej Bojar | Marcin Junczys-Dowmunt |

The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT WMT WS

Marcin Junczys-Dowmunt | Tomasz Dwojak | Rico Sennrich |

Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing WMT WS

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

Fast, Scalable Phrase-Based SMT Decoding AMTA

Hieu Hoang | Nikolay Bogoychev | Lane Schwartz | Marcin Junczys-Dowmunt |

The University of Edinburgh’s systems submission to the MT task at IWSLT IWSLT

Marcin Junczys-Dowmunt | Alexandra Birch |

Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions IWSLT

Marcin Junczys-Dowmunt | Tomasz Dwojak | Hieu Hoang |

Human Evaluation of Grammatical Error Correction Systems EMNLP

Roman Grundkiewicz | Marcin Junczys-Dowmunt | Edward Gillian |

SMT at the International Maritime Organization: experiences with combining in-house corpora with out-of-domain corpora EAMT WS

Bruno Pouliquen | Marcin Junczys-Dowmunt | Blanca Pinero | Michal Ziemski |

SMT at the International Maritime Organization experiences with combining in-house corpus with more general corpus EAMT

Bruno Pouliquen | Marcin Junczys-Dowmunt | Blanca Pinero | Michał Ziemski |

The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation CoNLL WS

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

SMT of German patents at WIPO: decompounding and verb structure pre-reordering EAMT

Marcin Junczys-Dowmunt | Bruno Pouliquen |

Large-scale Multiple Language Translation Accelerator at the United Nations MTSummit

Bruno Pouliquen | Cecilia Elizalde | Marcin Junczys-Dowmunt | Christophe Mazenc | Jose Garcia-Verdugo |

A Phrase Table without Phrases: Rank Encoding for Better Phrase Table Compression EAMT

Marcin Junczys-Dowmunt |