Research Article

Improving Neural Machine Translation with AMR Semantic Graphs

Table 1

Statistics on the corpus.

CorpusSentencesTokens (English)Tokens (Vietnamese)

Training133K2.44 M2.87 M
Fine tuning (tst2012)155328 K34 K
Test 1 (tst2013)126826.7 K33.6 K
Test 2 (tst2015)108021 K26.2 K