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Clarke, Daoud, Lutz, Rudi and Weir, David (2010) Semantic Composition with Quotient Algebras. In: Workshop on Geometrical Models of Natural Language Semantics 2010 (GEMS 2010). Curran Associates, Inc, pp. 38-44. ISBN 9781617388163
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Official URL: http://aclweb.org/anthology-new/W/W10/W10-2806.pdf
Abstract
We describe an algebraic approach for computing with vector based semantics. The tensor product has been proposed as a method of composition, but has the undesirable property that strings of different length are incomparable. We consider how a quotient algebra of the tensor algebra can allow such comparisons to be made, offering the possibility of data-driven models of semantic composition.
Item Type: | Book Section |
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Schools and Departments: | School of Engineering and Informatics > Informatics |
Depositing User: | David Weir |
Date Deposited: | 06 Feb 2012 20:05 |
Last Modified: | 13 Nov 2013 16:23 |
URI: | http://sro.sussex.ac.uk/id/eprint/23934 |
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