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Implementation of Reduction of Ambiguity due to Synonyms in Punjabi Language

Journal: International Journal of Computer Science and Mobile Applications IJCSMA (Vol.2, No. 12)

Publication Date:

Authors : ; ;

Page : 63-70

Keywords : reranking; syntactic parsing; semantic parsing; semantic role labeling; named entity recognition;

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We present a probabilistic generative model for learning semantic parsers from ambiguous supervision. Our approach learns from natural language sentences paired with world states consisting of multiple potential logical meaning representations. It disambiguates the meaning of each sentence while simultaneously learning a semantic parser that maps sentences into logical form. Compared to a previous generative model for semantic alignment, it also supports full semantic parsing.

Last modified: 2014-12-23 00:21:25