In order to classify documents in the target language, a straightforward approach to transferring the classification model learned from the labeled source language training data is to translate each feature from the bag-of-words model according to the bilingual lexicon.
because of the translation ambiguity of each word, a model in the source language could be potentially translated into many different models in the target language.