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Vector Semantics - 1st ed. 2023

By: (Author) Andras Kornai

Extended Catalogue

Ksh 6,300.00

Format: Paperback / Softback

ISBN-10: 981195609X

ISBN-13: 9789811956096

Edition: 1st ed. 2023

Series: Cognitive Technologies

Publisher: Springer Verlag, Singapore

Imprint: Springer Verlag, Singapore

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Dec 7th, 2022

Print length: 273 Pages

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This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics.
This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. 

The computational linguists and deep learning researchers who developed word vectors have relied primarily on the ever-increasing availability of large corpora and of computers with highly parallel GPU and TPU compute engines, and their focus is with endowing computers with natural language capabilities for practical applications such as machine translation or question answering. Cognitive linguists investigate natural language from the perspective of human cognition, the relation between language and thought, and questions about conceptual universals, relying primarily on in-depth investigation of language in use. 

In spite of the fact that these two schools both have ''linguistics'' in their name, so far there has been very limited communication between them, as their historical origins, data collection methods, and conceptual apparatuses are quite different. Vector semantics bridges the gap by presenting a formal theory, cast in terms of linear polytopes, that generalizes both word vectors and conceptual structures, by treating each dictionary definition as an equation, and the entire lexicon as a set of equations mutually constraining all meanings. 


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