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FLExTrans 與 Google Translate 等統計機器翻譯系統有何不同?
How is FLExTrans different from statistical machine translation system like Google Translate?
像 Google Translate 這樣的統計系統依賴於特定語言對的大量數據。利用這些數據建立模型,以統計方式預測單詞或句子的翻譯結果。FLExTrans 不依賴於如此大量的數據。相反地,FLExTrans 是一個基於規則的系統。透過源語言和目標語言的詞彙庫,以及一組指定如何將源語言轉換為目標語言的規則,FLExTrans 可以產生準確的翻譯。FLExTrans 是專為低資源語言量身打造的,這些語言通常缺乏大量的語言數據。
Statistical systems like Google Translate rely on huge amounts of data for a given language pair. With this data models are created that make a statistical prediction of what a word or sentence translates to. FLExTrans does not rely on large amounts of data like this. Instead FLExTrans is a rule-based system. With lexicons in the source and target languages and a set of rules that specify how the source language gets transformed into the target language, FLExTrans can produce accurate translations. FLExTrans is tailor-made for low-resource languages where there is not a lot of language data available.