Grammar provides the overall patterns, and vocabulary is the material to put in the patterns. Without grammar we can convey a little, but without vocabulary we can convey nothing. Vocabulary teaching is an indispensable part of English curriculum. Art is a kind of creation. Teaching vocabulary artistically can make teachers and students build up created consciousness in teaching and learning vocabulary activities and teachers put their experience and emotions towards beauty into teaching activities to raise general vocabulary teaching activities to appreciation of beauty and creative activities, convert bitter into happy, tense into ease. Thus the non-intellectual factors like motive, interest, emotion, self-confidence and so on can be developed naturally and they will elaborate a great part in English vocabulary teaching. At the same time, the relationship between teachers and students can get improved fundamentally furthest and it pushes vocabulary teaching powerfully in turn.