improving sinhala tamil translation through deep learning techniques 1 2 a arukgoda a r weerasinghe and r pushpananda3 1 university of colombo school of computing colombo sri lanka anupama arukgoda ...
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...Improving sinhala tamil translation through deep learning techniques a arukgoda r weerasinghe and pushpananda university of colombo school computing sri lanka anupama gmail com arw ucsc cmb ac lk rpn abstract neural machine nmt is currently the most promising approach for but still due to data hungry nature many low resourced language pairs strug gle apply generate intelligible translations additionally whenthelanguagepairismorphologicallyrichandalsowhenthecorpora multi domain lack large parallel corpus becomes signicant barrier this because morphologically rich languages inherently have vocabulary inducing model such requires much more example sentences learn from in re search we investigated translating into both pair exploring suitability dierent proposed literature con text course our experiments gained statistically improvement approximately bleu points an over baseline systems process also designed new independent technique that per forms well when even amount monolingual are lim...