Uyghur Language Model with Graphic Structure

Journal of Multimedia

关键词: Statistical Machine Translation;    Morphological Analyzing;    Graphic Language Model;    Uyghur;   

Others  :  1017183
DOI  :  10.4304/jmm.9.8.1005-1010

【 摘 要 】

This paper describes a novel agglutinative language modeling strategy for Uyghur with graphic language model as structure. In graphic modeling language model, sentences are organized by morphemes as a directed graph, which is different from the linear structure in n-gram language models. The graphic language model is verified in two typical natural language processing application scenarios, morphological analysis and machine translation. The experiments show that the graphic language model achieves significant improvement in both morphological analysis and machine translation.

【 授权许可】

   
@ 2006-2014 by ACADEMY PUBLISHER – All rights reserved.