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Algebraic approaches to compositional distributional semantics
The question of how to compose meaning in distributional representations of meaning has recently been recognised as a central issue in computational linguistics. In this paper we describe three general and powerful tools that can be used to describe composition in distributional semantics: quotient algebras, learning of finite dimensional algebras, and the construction of algebras from semigroups.
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Publication status
- Published
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Page range
325-329Presentation Type
- paper
Event name
IWCS 2011: ninth international conference on computational semanticsEvent location
The Computing Laboratory at the University of OxfordEvent type
conferenceEvent date
12-14 January 2011Department affiliated with
- Informatics Publications
Notes
Published in: Proceedings of the ninth international conference on computational semantics: IWCS 2011. Edited by Johan Bos and Stephen Pullman, Association for Computational Linguistics, 2011.Full text available
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Peer reviewed?
- Yes
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2013-05-10Usage metrics
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