Search Results for author: Alon Lavie

Found 19 papers, 3 papers with code

MT-Telescope: An interactive platform for contrastive evaluation of MT systems

no code implementations ACL 2021 Ricardo Rei, Ana C Farinha, Craig Stewart, Luisa Coheur, Alon Lavie

We present MT-Telescope, a visualization platform designed to facilitate comparative analysis of the output quality of two Machine Translation (MT) systems.

Machine Translation Translation

Unbabel's Participation in the WMT20 Metrics Shared Task

1 code implementation29 Oct 2020 Ricardo Rei, Craig Stewart, Catarina Farinha, Alon Lavie

Overall, our systems achieve strong results for all language pairs on previous test sets and in many cases set a new state-of-the-art.

COMET: A Neural Framework for MT Evaluation

1 code implementation EMNLP 2020 Ricardo Rei, Craig Stewart, Ana C Farinha, Alon Lavie

We present COMET, a neural framework for training multilingual machine translation evaluation models which obtains new state-of-the-art levels of correlation with human judgements.

Language Modelling Machine Translation +1

Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization

no code implementations TACL 2014 Jonathan H. Clark, Chris Dyer, Alon Lavie

Linear models, which support efficient learning and inference, are the workhorses of statistical machine translation; however, linear decision rules are less attractive from a modeling perspective.

Feature Engineering Language Modelling +3

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