![]() ![]() A subword unit translation for verbs and copyable approach was performed where commonly seen mistranslated words from the source to the target were corrected. For the Cebuano to Tagalog translation, BLEU produced a score of 20.01. The performance of the translation was evaluated using the BLEU Score metric. A Recurrent Neural Network was used to implement the translator using OpenNMT sequence modeling tool in TensorFlow. In this research work, a never before applied approach for language translation to a Philippine language was used for a Cebuano to Tagalog translator. ![]() An effective machine translation system solely dedicated to cater Philippine languages will surely help bridge this gap. This linguistic differences and diversity, though may be seen as a beautiful feature, have contributed to the difficulty in the promotion of educational and cultural development of different domains in the country. The Philippines is an archipelago composed of 7, 641 different islands with more than 150 different languages. ![]()
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