Type

Conference Proceedings

Authors

Andy Way
Eva Vanmassenhove

Subjects

Linguistics

Topics
machine translating scores semantic experiments training machine translation supertags

SuperNMT: neural machine translation with semantic supersenses and syntactic supertags (2018)

Abstract In this paper we incorporate semantic supersensetags and syntactic supertag features into EN–FR and EN–DE factored NMT systems. In experiments on various test sets, we observe that such features (and particularly when combined) help the NMT model training to converge faster and improve the model quality according to the BLEU scores.
Collections Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: ADAPT
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> Subject = Computer Science: Machine translating

Full list of authors on original publication

Andy Way, Eva Vanmassenhove

Experts in our system

1
Andy Way
Dublin City University
Total Publications: 229
 
2
Eva Vanmassenhove
Dublin City University
Total Publications: 4