TREF – TRanslation Enhancement Framework for Japanese-English
Bartholomäus Wloka
Werner Winiwarter
10.6084/m9.figshare.97703.v1
https://figshare.com/articles/journal_contribution/TREF_TRanslation_Enhancement_Framework_for_Japanese_English/97703
<p>Abstract—We present a method for improving existing statistical machine translation methods using an information-</p>
<p>base compiled from a bilingual corpus as well as sequence alignment and pattern matching techniques from the area</p>
<p>of machine learning and bioinformatics. An alignment algorithm identifies similar sentences, which are then used to</p>
<p>construct a better word order for the translation. Our preliminary test results indicate a significant improvement of the</p>
<p>translation quality.</p>
2012-11-18 18:16:07
bioinformatics
Machine Translation
Hybrid Machine Translation
Part of Speech Tagging
Statistical Machine Translation
Natural Language Processing
Bioinformatics
Applied Computer Science