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Kenneth Heafield
Kenneth Heafield
Reader, University of Edinburgh
Adresse e-mail validée de kheafield.com - Page d'accueil
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The llama 3 herd of models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
22812024
KenLM: Faster and smaller language model queries
K Heafield
Proceedings of the sixth workshop on statistical machine translation, 187-197, 2011
17262011
Sparse communication for distributed gradient descent
AF Aji, K Heafield
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
9202017
Marian: Fast neural machine translation in C++
M Junczys-Dowmunt, R Grundkiewicz, T Dwojak, H Hoang, K Heafield, ...
Proceedings of ACL 2018, System Demonstrations, 2018
8392018
No language left behind: Scaling human-centered machine translation
MR Costa-jussà, J Cross, O Çelebi, M Elbayad, K Heafield, K Heffernan, ...
arXiv preprint arXiv:2207.04672, 2022
8042022
Scalable modified Kneser-Ney language model estimation
K Heafield, I Pouzyrevsky, JH Clark, P Koehn
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
7072013
Diverse uncultivated ultra-small bacterial cells in groundwater
B Luef, KR Frischkorn, KC Wrighton, HYN Holman, G Birarda, BC Thomas, ...
Nature communications 6 (1), 6372, 2015
4252015
ParaCrawl: Web-scale acquisition of parallel corpora
M Bañón, P Chen, B Haddow, K Heafield, H Hoang, M Esplà-Gomis, ...
Association for Computational Linguistics (ACL), 2020
2742020
Mining business topics in source code using latent dirichlet allocation
G Maskeri, S Sarkar, K Heafield
Proceedings of the 1st India software engineering conference, 113-120, 2008
2662008
N-gram counts and language models from the common crawl
C Buck, K Heafield, B Van Ooyen
Proceedings of the Language Resources and Evaluation Conference 2014, 3579-3584, 2014
2402014
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
2392017
Approaching neural grammatical error correction as a low-resource machine translation task
M Junczys-Dowmunt, R Grundkiewicz, S Guha, K Heafield
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
2282018
Neural grammatical error correction systems with unsupervised pre-training on synthetic data
R Grundkiewicz, M Junczys-Dowmuntz, K Heafield
14th Workshop on Innovative Use of NLP for Building Educational Applications …, 2019
2272019
The university of edinburgh's neural MT systems for WMT17
R Sennrich, A Birch, A Currey, U Germann, B Haddow, K Heafield, ...
Proceedings of the Second Conference on Machine Translation, 2017
2042017
Findings of the 2021 conference on machine translation (WMT21)
F Akhbardeh, A Arkhangorodsky, M Biesialska, O Bojar, R Chatterjee, ...
Proceedings of the sixth conference on machine translation, 1-88, 2021
1962021
Findings of the WMT 2018 shared task on parallel corpus filtering
P Koehn, H Khayrallah, K Heafield, ML Forcada
EMNLP 2018 Third Conference on Machine Translation (WMT18), 726-739, 2018
1242018
Efficient methods for natural language processing: A survey
M Treviso, JU Lee, T Ji, B Aken, Q Cao, MR Ciosici, M Hassid, K Heafield, ...
Transactions of the Association for Computational Linguistics 11, 826-860, 2023
1102023
Losing Heads in the Lottery: Pruning Transformer
M Behnke, K Heafield
The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020
822020
In neural machine translation, what does transfer learning transfer?
AF Aji, N Bogoychev, K Heafield, R Sennrich
Association for Computational Linguistics, 2020
822020
Edinburgh’s phrase-based machine translation systems for WMT-14
N Durrani, B Haddow, P Koehn, K Heafield
Proceedings of the Ninth Workshop on Statistical Machine Translation, 97-104, 2014
742014
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