Abstract:Statistical language model, trained by a large number of text corpus, is an integral component in many speech and natural language model processing systems, such as speech recognition and machine translation. It is a probabilistic model which describes the distribution pattern of natural language. Over the last few decades, N-gram language model (LM) is the most popular technique since it is simple and effective. However, the training of the N-gram language model is based on the maximum likelihood rule resulti… Show more
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