Search Results for author: Gonzalo Iglesias

Found 7 papers, 0 papers with code

Neural Machine Translation Decoding with Terminology Constraints

no code implementations NAACL 2018 Eva Hasler, Adrià De Gispert, Gonzalo Iglesias, Bill Byrne

Despite the impressive quality improvements yielded by neural machine translation (NMT) systems, controlling their translation output to adhere to user-provided terminology constraints remains an open problem.

Machine Translation NMT +1

Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment

no code implementations NAACL 2018 Gonzalo Iglesias, William Tambellini, Adrià De Gispert, Eva Hasler, Bill Byrne

We describe a batched beam decoding algorithm for NMT with LMBR n-gram posteriors, showing that LMBR techniques still yield gains on top of the best recently reported results with Transformers.

NMT

Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation

no code implementations WS 2018 Felix Stahlberg, Danielle Saunders, Gonzalo Iglesias, Bill Byrne

SGNMT is a decoding platform for machine translation which allows paring various modern neural models of translation with different kinds of constraints and symbolic models.

Decoder Machine Translation +1

Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization

no code implementations NAACL 2016 Daniel Beck, Adrià De Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne

We address the problem of automatically finding the parameters of a statistical machine translation system that maximize BLEU scores while ensuring that decoding speed exceeds a minimum value.

Bayesian Optimization Machine Translation +1

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