166 citations · 607 across the 32 of their papers we have counts for
4 papers · 2 filters
gaHealth: An English-Irish Bilingual Corpus of Health Data
Séamus Lankford, Haithem Afli, Órla Ní Loinsigh +1
Machine Translation is a mature technology for many high-resource language pairs. However in the context of low-resource languages, there is a paucity of parallel data datasets ava…
adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation
Séamus Lankford, Haithem Afli, Andy Way
adaptNMT streamlines all processes involved in the development and deployment of RNN and Transformer neural translation models. As an open-source application, it is designed for bo…
Human Evaluation of English--Irish Transformer-Based NMT
Séamus Lankford, Haithem Afli, Andy Way
In this study, a human evaluation is carried out on how hyperparameter settings impact the quality of Transformer-based Neural Machine Translation (NMT) for the low-resourced Engli…
Transformers for Low-Resource Languages: Is Féidir Linn!
Séamus Lankford, Haithem Afli, Andy Way
The Transformer model is the state-of-the-art in Machine Translation. However, in general, neural translation models often under perform on language pairs with insufficient trainin…