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Start Over Author "Loppi, N" Topic neural machine translation
1 results on '"Loppi, N"'

1. Latest Development in the FoTran Project - Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components

Author

Vazquez R., Boggia M., Raganato A., Loppi N. A., Gronroos S. -A., Tiedemann J., Macken, L, Rufener, A, an den Bogaert, J, Daems, J, Tezcan, A, Vanroy, B, Fonteyne, M, Barrault, L, Costa-Jussa, MR, Kemp, E, Pilos, E, Declercq, C, Koponen, M, Forcada, ML, Scarton, C, Moniz, H, Vazquez, R, Boggia, M, Raganato, A, Loppi, N, Gronroos, S, and Tiedemann, J

Subjects
Program processor, Shared network, Neural machine translation, Scale-up, Computational linguistic, Implementation support, Specific component, Machine translation model, Machine component, Modular, Bridge model, Latest development, Scaling-up, Network layer, Computer aided language translation
Abstract

We give an update on the Found in Translation (FoTran) project, focusing on the study of emerging language-agnostic representations from neural machine translation (NMT). We describe our attention-bridge model, a modular NMT model which connects language-specific components through a shared network layer. Our latest implementation supports distributed training over many nodes and GPUs in order to substantially scale up the number of languages that can be included in a modern neural translation architecture.

Published
2022

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