Analyzing multi-head self-attention: Specialized heads do the heavy lifting, the rest can be pruned E Voita, D Talbot, F Moiseev, R Sennrich, I Titov arXiv preprint arXiv:1905.09418, 2019 | 1047 | 2019 |
Edinburgh system description for the 2005 IWSLT speech translation evaluation P Koehn, A Axelrod, AB Mayne, C Callison-Burch, M Osborne, D Talbot Proceedings of the Second International Workshop on Spoken Language Translation, 2005 | 458 | 2005 |
Statistical machine translation with word-and sentence-aligned parallel corpora C Callison-Burch, D Talbot, M Osborne Proceedings of the 42nd Annual Meeting of the Association for Computational …, 2004 | 160 | 2004 |
Randomised language modelling for statistical machine translation D Talbot, M Osborne Proceedings of the 45th Annual Meeting of the Association of Computational …, 2007 | 92 | 2007 |
Smoothed Bloom filter language models: Tera-scale LMs on the cheap D Talbot, M Osborne Proceedings of the 2007 Joint Conference on Empirical Methods in Natural …, 2007 | 90 | 2007 |
Training a parser for machine translation reordering J Katz-Brown, S Petrov, R McDonald, FJ Och, D Talbot, H Ichikawa, ... Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011 | 74 | 2011 |
Randomized language models via perfect hash functions D Talbot, T Brants Proceedings of ACL-08: HLT, 505-513, 2008 | 61 | 2008 |
Watermarking the outputs of structured prediction with an application in statistical machine translation. A Venugopal, J Uszkoreit, D Talbot, FJ Och, J Ganitkevitch Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011 | 56 | 2011 |
Language-independent compound splitting with morphological operations K Macherey, A Dai, D Talbot, A Popat, FJ Och Proceedings of the 49th annual meeting of the association for computational …, 2011 | 56 | 2011 |
Modelling lexical redundancy for machine translation D Talbot, M Osborne Proceedings of the 21st International Conference on Computational …, 2006 | 47 | 2006 |
A lightweight evaluation framework for machine translation reordering D Talbot, H Kazawa, H Ichikawa, J Katz-Brown, M Seno, FJ Och Proceedings of the Sixth Workshop on Statistical Machine Translation, 12-21, 2011 | 46 | 2011 |
Compound splitting AM Dai, K Macherey, FJ Och, AC Popat, DR Talbot US Patent 9,075,792, 2015 | 36 | 2015 |
Edinburgh system description for the 2006 TC-STAR spoken language translation evaluation A Arun, A Axelrod, AB Mayne, C Callison-Burch, H Hoang, P Koehn, ... TC-STAR Workshop on Speech-to-Speech Translation (Barcelona, Spain), 37-41, 2006 | 32 | 2006 |
Edinburgh system description for the 2005 NIST MT evaluation P Koehn, A Axelrod, A Birch-Mayne, C Callison-Burch, M Osborne, ... MT NIST Evaluation Workshop 2005, 2005 | 26 | 2005 |
Randomized language models D Talbot, T Brants US Patent 8,209,178, 2012 | 23 | 2012 |
Succinct approximate counting of skewed data D Talbot Twenty-First International Joint Conference on Artificial Intelligence, 2009 | 19 | 2009 |
Constrained EM for parallel text alignment D Talbot Natural language engineering 11 (3), 263-277, 2005 | 12 | 2005 |
Reordering words for machine translation D Talbot, G Neubig, H Ichikawa US Patent App. 13/350,694, 2015 | 10 | 2015 |
Bloom maps D Talbot, J Talbot 2008 Proceedings of the Fifth Workshop on Analytic Algorithmics and …, 2008 | 10 | 2008 |
Randomized language models D Talbot, T Brants US Patent 8,359,201, 2013 | 5 | 2013 |