3 citations · 4 across the 3 of their papers we have counts for
3 papers · 1 filter
Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers
Benjamin Marie, Atsushi Fujita, Raphael Rubino
This paper presents the first large-scale meta-evaluation of machine translation (MT). We annotated MT evaluations conducted in 769 research papers published from 2010 to 2020. Our…
Balancing Cost and Benefit with Tied-Multi Transformers
Raj Dabre, Raphael Rubino, Atsushi Fujita
We propose and evaluate a novel procedure for training multiple Transformers with tied parameters which compresses multiple models into one enabling the dynamic choice of the numbe…
INFODENS: An Open-source Framework for Learning Text Representations
Ahmad Taie, Raphael Rubino, Josef van Genabith
The advent of representation learning methods enabled large performance gains on various language tasks, alleviating the need for manual feature engineering. While engineered repre…