49 citations · 88 across the 13 of their papers we have counts for
27 papers · 1 filter
Translation Word-Level Auto-Completion: What can we achieve out of the box?
Yasmin Moslem, Rejwanul Haque, Andy Way
Research on Machine Translation (MT) has achieved important breakthroughs in several areas. While there is much more to be done in order to build on this success, we believe that t…
Dependency Graph-to-String Statistical Machine Translation
Liangyou Li, Andy Way, Qun Liu
We present graph-based translation models which translate source graphs into target strings. Source graphs are constructed from dependency trees with extra links so that non-syntac…
Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality
Alberto Poncelas, Jan Buts, James Hadley +1
Building Machine Translation (MT) systems for low-resource languages remains challenging. For many language pairs, parallel data are not widely available, and in such cases MT mode…
The Impact of Indirect Machine Translation on Sentiment Classification
Alberto Poncelas, Pintu Lohar, Andy Way +1
Sentiment classification has been crucial for many natural language processing (NLP) applications, such as the analysis of movie reviews, tweets, or customer feedback. A sufficient…
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation
Xabier Soto, Dimitar Shterionov, Alberto Poncelas +1
Machine translation (MT) has benefited from using synthetic training data originating from translating monolingual corpora, a technique known as backtranslation. Combining backtran…
Facilitating Access to Multilingual COVID-19 Information via Neural Machine Translation
Andy Way, Rejwanul Haque, Guodong Xie +3
Every day, more people are becoming infected and dying from exposure to COVID-19. Some countries in Europe like Spain, France, the UK and Italy have suffered particularly badly fro…