As we known, not all words have sentimental polarity like "a", "one" and etc. while some words always have polarity like "good", "hate", "excellent" and so on. Hence, in order to achieve the goal of the lifelong learning. We need to find the words always have sentiment polarity and be careful for those words only shows polarity in specific domains.