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From Logical to Distributional Models

Anne Preller 1
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LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : The paper relates two variants of semantic models for natural language, logical functional models and compositional distributional vector space models, by transferring the logic and reasoning from the logical to the distributional models. The geometrical operations of quantum logic are reformulated as algebraic operations on vectors. A map from functional models to vector space models makes it possible to compare the meaning of sentences word by word.
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Submitted on : Saturday, May 17, 2014 - 11:32:32 AM
Last modification on : Thursday, May 24, 2018 - 3:59:23 PM
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Anne Preller. From Logical to Distributional Models. Electronic Proceedings in Theoretical Computer Science, EPTCS, 2014, 171, pp.113-131. ⟨10.4204/EPTCS.171.11⟩. ⟨lirmm-00992378⟩

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