Three Mechanisms of Parser Driving for Structure Disambiguation
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- Galicia-Haro S.N., Gelbukh A., Bolshakov I.A. (2001) Three Mechanisms of Parser Driving for Structure Disambiguation. In: Gelbukh A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2001. Lecture Notes in Computer Science, vol 2004. Springer, Berlin, Heidelberg
Structural ambiguity is one of the most difficult problems in natural language processing. Two disambiguation mechanisms for unrestricted text analysis are commonly used: lexical knowledge and context considerations. Our parsing method includes three different mechanisms to reveal syntactic struc- tures and an additional voting module to obtain the most probable structures for a sentence. The developed tools do not require any tagging or syntactic marking of texts.
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