Work

SMT versus NMT: Preliminary comparisons for Irish

Year: 2018

Type: conference-paper

Abstract: In this paper, we provide a preliminary comparison of statistical machine translation (SMT)\nand neural machine translation (NMT) for English→Irish in the fixed domain of public administration. We discuss the challenges for SMT and NMT of a less-resourced language such\nas Irish, and show that while an out-of-the-box NMT system may not fare quite as well as\nour tailor-made domain-specific SMT system, the future may still be promising for EN→GA\nNMT

Source: Arrow@dit (Dublin Institute of Technology)

Authors: Meghan Dowling, Teresa Lynn, Alberto Poncelas, Andy Way

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: Science Foundation Ireland, European Regional Development Fund

Award: G2693890202

OpenAlex ID: W2884381860

FWCI: 1.687

Cites: 24

Cited by: 27

Related to: 10