Prediction of Chinese phrase boundary location is the base of shallow parsing or chunk parsing.It is also very important for processing real texts.With the support of our Chinese treebank including 64426 words, this paper designs and implements a method for automatic prediction of Chinese phrase boundary location based on neural network. The preliminary results show that the precision is 93.24%(close testing) and 92.56%(open testing) respectively.