Design and Implementation of English To Yorùbá Verb Phrase Machine Translation System
This addresses the need for improved translation tools for Yoruba speakers, though it is incremental as it focuses only on verb phrases in a specific domain.
The researchers developed a machine translation system for English-to-Yoruba verb phrases in the home domain, which outperformed Google Translate with over 70% of responses matching the system's output in human evaluation.
We aim to develop an English-to-Yoruba machine translation system which can translate English verb phrase text to its Yoruba equivalent.Words from both languages Source Language and Target Language were collected for the verb phrase group in the home domain. The lexical translation is done by assigning values of the matching word in the dictionary. The syntax of the two languages was realized using Context-Free Grammar, we validated the rewrite rules with finite state automata. The human evaluation method was used and expert fluency was scored. The evaluation shows the system performed better than that of sampled Google translation with over 70 percent of the response matching that of the system's output.