Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings

no code implementations • WS 2019 • Elizaveta Yankovskaya, Andre T{\"a}ttar, Mark Fishel

We propose the use of pre-trained embeddings as features of a regression model for sentence-level quality estimation of machine translation.

Machine Translation regression +3

Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings

no code implementations • WS 2018 • Elizaveta Yankovskaya, Andre T{\"a}ttar, Mark Fishel

This paper describes the submissions of the team from the University of Tartu for the sentence-level Quality Estimation shared task of WMT18.

Machine Translation regression +2