Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL NGT WS

Nikolay Bogoychev | Roman Grundkiewicz | Alham Fikri Aji | Maximiliana Behnke | Kenneth Heafield | Sidharth Kashyap | Emmanouil-Ioannis Farsarakis | Mateusz Chudyk |

A Crash Course in Automatic Grammatical Error Correction COLING

Roman Grundkiewicz | Christopher Bryant | Mariano Felice |

Findings of the 2020 Conference on Machine Translation (WMT20) EMNLP WMT

Loïc Barrault | Magdalena Biesialska | Ondřej Bojar | Marta R. Costa-jussà | Christian Federmann | Yvette Graham | Roman Grundkiewicz | Barry Haddow | Matthias Huck | Eric Joanis | Tom Kocmi | Philipp Koehn | Chi-kiu Lo | Nikola Ljubešić | Christof Monz | Makoto Morishita | Masaaki Nagata | Toshiaki Nakazawa | Santanu Pal | Matt Post | Marcos Zampieri |

Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task EMNLP WMT

Ulrich Germann | Roman Grundkiewicz | Martin Popel | Radina Dobreva | Nikolay Bogoychev | Kenneth Heafield |

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 |

The University of Edinburgh’s Submissions to the WMT19 News Translation Task ACL WMT WS

Rachel Bawden | Nikolay Bogoychev | Ulrich Germann | Roman Grundkiewicz | Faheem Kirefu | Antonio Valerio Miceli Barone | Alexandra Birch |

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 |

Neural Machine Translation Techniques for Named Entity Transliteration ACL WS

Roman Grundkiewicz | Kenneth Heafield |

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

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

The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP WMT WS

Barry Haddow | Nikolay Bogoychev | Denis Emelin | Ulrich Germann | Roman Grundkiewicz | Kenneth Heafield | Antonio Valerio Miceli Barone | Rico Sennrich |

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

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

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 |

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

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

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

Marcin Junczys-Dowmunt | Roman Grundkiewicz |

Human Evaluation of Grammatical Error Correction Systems EMNLP

Roman Grundkiewicz | Marcin Junczys-Dowmunt | Edward Gillian |

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 |

How to Distinguish a Kidney Theft from a Death Car? Experiments in Clustering Urban-Legend Texts WS

Roman Grundkiewicz | Filip Graliński |