| Nematus: a toolkit for neural machine translation R Sennrich, O Firat, K Cho, A Birch, B Haddow, J Hitschler, ... arXiv preprint arXiv:1703.04357, 2017 | 454 | 2017 |
| Copied monolingual data improves low-resource neural machine translation A Currey, AV Miceli-Barone, K Heafield Proceedings of the second conference on machine translation, 148-156, 2017 | 239 | 2017 |
| The University of Edinburgh's neural MT systems for WMT17 R Sennrich, A Birch, A Currey, U Germann, B Haddow, K Heafield, ... arXiv preprint arXiv:1708.00726, 2017 | 204 | 2017 |
| A parallel corpus of python functions and documentation strings for automated code documentation and code generation AVM Barone, R Sennrich arXiv preprint arXiv:1707.02275, 2017 | 197 | 2017 |
| Survey of low-resource machine translation B Haddow, R Bawden, AVM Barone, J Helcl, A Birch Computational Linguistics 48 (3), 673-732, 2022 | 174 | 2022 |
| Regularization techniques for fine-tuning in neural machine translation AVM Barone, B Haddow, U Germann, R Sennrich arXiv preprint arXiv:1707.09920, 2017 | 133 | 2017 |
| A comparative quality evaluation of PBSMT and NMT using professional translators S Castilho, J Moorkens, F Gaspari, R Sennrich, V Sosoni, ... Proceedings of Machine Translation Summit XVI: Research Track, 116-131, 2017 | 131 | 2017 |
| Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders AVM Barone arXiv preprint arXiv:1608.02996, 2016 | 114 | 2016 |
| Deep architectures for neural machine translation AVM Barone, J Helcl, R Sennrich, B Haddow, A Birch arXiv preprint arXiv:1707.07631, 2017 | 106 | 2017 |
| The University of Edinburgh's Submissions to the WMT19 News Translation Task R Bawden, N Bogoychev, U Germann, R Grundkiewicz, F Kirefu, ... arXiv preprint arXiv:1907.05854, 2019 | 30 | 2019 |
| The larger they are, the harder they fail: Language models do not recognize identifier swaps in python AV Miceli-Barone, F Barez, I Konstas, SB Cohen arXiv preprint arXiv:2305.15507, 2023 | 27 | 2023 |
| The University of Edinburgh’s submissions to the WMT18 news translation task B Haddow, N Bogoychev, D Emelin, U Germann, R Grundkiewicz, ... Proceedings of the third conference on machine translation: Shared task …, 2018 | 26 | 2018 |
| Non-projective dependency-based pre-reordering with recurrent neural network for machine translation AV Miceli-Barone, G Attardi Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015 | 21 | 2015 |
| Pre-reordering for machine translation using transition-based walks on dependency parse trees AM Barone, G Attardi ACl 2013 Eighth Workshop on Statistical Machine Translation, 164-169, 2013 | 18 | 2013 |
| The University of Edinburgh’s English-German and English-Hausa submissions to the WMT21 news translation task P Chen, J Helcl, U Germann, L Burchell, N Bogoychev, AV Miceli-Barone, ... Proceedings of the Sixth Conference on Machine Translation, 104-109, 2021 | 17 | 2021 |
| Low-rank passthrough neural networks AVM Barone arXiv preprint arXiv:1603.03116, 2016 | 15 | 2016 |
| The University of Edinburgh’s English-Tamil and English-Inuktitut submissions to the WMT20 news translation task R Bawden, A Birch, R Dobreva, A Oncevay, AVM Barone, P Williams 5th Conference on Machine Translation, 2020 | 10 | 2020 |
| Global Under-Resourced Media Translation (GoURMET). A Birch, B Haddow, I Titov, AVM Barone, R Bawden, F Sánchez-Martínez, ... MTSummit (2), 122, 2019 | 9 | 2019 |
| Improving machine translation of educational content via crowdsourcing M Behnke, AVM Barone, R Sennrich, V Sosoni, T Naskos, E Takoulidou, ... 11th Edition of the Language Resources and Evaluation Conference, 3343-3347, 2018 | 8 | 2018 |
| Surprise language challenge: Developing a neural machine translation system between Pashto and English in two months A Birch, B Haddow, AV Miceli-Barone, J Helcl, J Waldendorf, ... Proceedings of Machine Translation Summit XVIII: Research Track, 92-102, 2021 | 7 | 2021 |
Alexandra BirchUniversity of EdinburghAdresse e-mail validée de ed.ac.uk