关键词: N-gram语言模型, 哈萨克文机构名识别, 实体名识别

Abstract: Aiming at the characters of Kazakh organization name’ composition in Kazakh text，an effective method based on N-gram model for computing Kazakh organization name’ confidence is proposed.Using the tail words of Kazakh organization name as the burst words，this paper constructs a recognition system for Kazakh organization name.The system consists of a training module and a recognizing module.The recognition process is as follows：At first，features are extracted from the training corpus，and they are trained.A model is established，which has been trained by some features.Then，this model and some simple rule-bases are used to recognize Kazakh organization name in the testing corpus.The experimental results show that this method is feasible.

Key words: N-gram model, recognition of Kazakh organization name, name entity recognition