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 |

Improving Machine Translation of Educational Content via Crowdsourcing LREC

Maximiliana Behnke | Antonio Valerio Miceli Barone | Rico Sennrich | Vilelmini Sosoni | Thanasis Naskos | Eirini Takoulidou | Maria Stasimioti | Menno van Zaanen | Sheila Castilho | Federico Gaspari | Panayota Georgakopoulou | Valia Kordoni | Markus Egg | Katia Lida Kermanidis |

Low-rank passthrough neural networks ACL WS

Antonio Valerio Miceli Barone |

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 |

Regularization techniques for fine-tuning in neural machine translation EMNLP

Antonio Valerio Miceli Barone | Barry Haddow | Ulrich Germann | Rico Sennrich |

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 |

A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation IJCNLP

Antonio Valerio Miceli Barone | Rico Sennrich |

Deep architectures for Neural Machine Translation WMT WS

Antonio Valerio Miceli Barone | Jindřich Helcl | Rico Sennrich | Barry Haddow | Alexandra Birch |

Copied Monolingual Data Improves Low-Resource Neural Machine Translation WMT WS

Anna Currey | Antonio Valerio Miceli Barone | Kenneth Heafield |

The University of Edinburgh’s Neural MT Systems for WMT17 WMT WS

Rico Sennrich | Alexandra Birch | Anna Currey | Ulrich Germann | Barry Haddow | Kenneth Heafield | Antonio Valerio Miceli Barone | Philip Williams |

Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Rep4NLP WS

Antonio Valerio Miceli Barone |

Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation ACL IJCNLP

Antonio Valerio Miceli-Barone | Giuseppe Attardi |

Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation SSST WS

Antonio Valerio Miceli-Barone | Giuseppe Attardi |

Translation reranking using source phrase dependency features SSST WS

Antonio Valerio Miceli-Barone |

Pre-Reordering for Machine Translation Using Transition-Based Walks on Dependency Parse Trees WMT WS

Antonio Valerio Miceli-Barone | Giuseppe Attardi |

Dependency Parsing Domain Adaptation using Transductive SVM WS

Antonio Valerio Miceli-Barone | Giuseppe Attardi |

A Dependency Based Statistical Translation Model SSST WS

Giuseppe Attardi | Atanas Chanev | Antonio Valerio Miceli Barone |