Projects

People

Events

Publications and software

Marian: Fast Neural Machine Translation in C++

We present Marian, an efficient and self-contained Neural Machine Translation framework with an integrated...

Junczys-Dowmunt, M, Grundkiewicz, R, Dwojak, T, Hoang, H, Heafield, K, Neckermann, T, Seide, F, Germann, U, Aji, AF, Bogoychev, N, Martins, AFT & Birch-Mayne, A 2018, Marian: Fast Neural Machine Translation in C++. in The 56th Annual Meeting of the Association for Computational Linguistics. 56th Annual Meeting of the Association for Computational Linguistics, Melbourne, Australia, 15-20 July 2018.

Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures

Neural machine translation (NMT) has been accelerated by deep learning neural networks over statistical-based...

Lim, Robert ; Heafield, Kenneth; Hoang, Hieu; Briers, Mark; Malony, Allen. Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures. Paper presented at Second Annual Workshop on Naval Applications of Machine Learning, 13 Feb 2018 - 15 Feb 2018, San Diego, United States. CoRR, abs/1805.02094.

Interest groups