no code implementations • IWSLT 2016 • Maria Nădejde, Alexandra Birch, Philipp Koehn
String-to-tree MT systems translate verbs without lexical or syntactic context on the source side and with limited target-side context.
no code implementations • 19 May 2023 • Benjamin Hsu, Anna Currey, Xing Niu, Maria Nădejde, Georgiana Dinu
While the effect of PLT on quality is well-documented, we highlight a lesser-known effect: PLT can enhance a model's stability to model updates and input perturbations, a set of properties we call model inertia.
1 code implementation • 2 Nov 2022 • Anna Currey, Maria Nădejde, Raghavendra Pappagari, Mia Mayer, Stanislas Lauly, Xing Niu, Benjamin Hsu, Georgiana Dinu
As generic machine translation (MT) quality has improved, the need for targeted benchmarks that explore fine-grained aspects of quality has increased.
2 code implementations • Findings (NAACL) 2022 • Maria Nădejde, Anna Currey, Benjamin Hsu, Xing Niu, Marcello Federico, Georgiana Dinu
However, in many cases, multiple different translations are valid and the appropriate translation may depend on the intended target audience, characteristics of the speaker, or even the relationship between speakers.
4 code implementations • EACL 2017 • Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nădejde
We present Nematus, a toolkit for Neural Machine Translation.