In this paper, we propose an algorithm to pick a sentence from the corpus based on the Viterbi algorithm. The result shows that our proposed method, when applied to English – Vietnamese translation, attains acceptable quality. | Viterbi algorithm for English - Vietnamese sentence retrieval in EBMT