Through the recent heated debate triggered by the translation of the movie Men in Black III, this essay points out that this debate is a combat between domestication strategy and foreignization strategy in translation, and that foreignization and domestication are two seemingly very different translation strategies in translation practice, but they should be a harmonious unity.