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A Unified Model of Compositional and Distributional Semantics: Theory and Applications

Lead Research Organisation: University of Oxford
Department Name: Computer Science

Abstract

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

Publications

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Grefenstette E (2014) A Deep Architecture for Semantic Parsing

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Bishop J (2013) Philosophy and Theory of Artificial Intelligence

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Al-Mehairi Y (2017) Quantum Interaction

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Grefenstette E (2013) Multi-Step Regression Learning for Compositional Distributional Semantics

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Coecke B (2017) Logic, Language, Information, and Computation

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Hinze R (2016) A List of Successes That Can Change the World

 
Description A unified compositional distributional model of meaning, exactly as intended. We also have extended this to models of cognition. We have now started to implement these models on quantum hardware.
Exploitation Route We are continuing to work on them in the context of new grants, and industry engagement.
Sectors Aerospace

Defence and Marine

Digital/Communication/Information Technologies (including Software)
 
Description Cambridge Quantum Computing is now supporting quantum implementations of our model.
First Year Of Impact 2017
Sector Digital/Communication/Information Technologies (including Software)
Impact Types Economic