关键词: 最长名词短语, “的”字结构, 识别, 浅层句法分析

Abstract: The MNP with “De-Phrase” core is a special subclass of MNP.The identification of the phrase in this paper gives a new subsumption to the task of Chinese MNP recognition.The paper first analyzes the distribution and the structure feature of the phrase，then it advances a strategy of “Identify the right boundary first，then identify the left one”.Furthermore，it adopts the method “Boundary Distribution Probability” to recognize the phrase.A corpus（about 0.85 million Chinese Characters） of news is used for the automatic identification training and another（about 0.42 million Chinese Characters） is used for test，and the experiment achieves 80.63% in precision and 75.68% in recall.

Key words: Maximal Noun Phrase（MNP）, De-Phrase, identification, shallow parsing