... Republic of Korea, 8-14 July 2012.c2012 Association for Computational Linguistics Learning the Latent Semantics of a Concept from its DefinitionWeiwei GuoDepartment of Computer Science,Columbia ... latent semantics from sense definitions to improve elesk.However, the challenge lies in that sense defini-tions are typically too short/sparse for latent vari-able models to learn accurate semantics, ... will share thesame latent semantics profile, as long as they are inthe same topic/domain.To solve the sparsity issue we use missing wordsas negative evidence of latent semantics, as in (Guoand...
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