SMT versus NMT: Preliminary comparisons for Irish
2018•doras.dcu.ie
In this paper, we provide a preliminary comparison of statistical machine translation (SMT)
and 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 as Irish, and show that while an out-of-the-box NMT system may not fare quite as well
as our tailor-made domain-specific SMT system, the future may still be promising for EN→
GA NMT
and 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 as Irish, and show that while an out-of-the-box NMT system may not fare quite as well
as our tailor-made domain-specific SMT system, the future may still be promising for EN→
GA NMT
In this paper, we provide a preliminary comparison of statistical machine translation (SMT) and 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 as Irish, and show that while an out-of-the-box NMT system may not fare quite as well as our tailor-made domain-specific SMT system, the future may still be promising for EN→GA NMT
doras.dcu.ie
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