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Thesis

Distributed representations for compositional semantics

Abstract:

The mathematical representation of semantics is a key issue for Natural Language Processing (NLP). A lot of research has been devoted to finding ways of representing the semantics of individual words in vector spaces. Distributional approaches—meaning distributed representations that exploit co-occurrence statistics of large corpora—have proved popular and successful across a number of tasks. However, natural language usually comes in structures beyond the word level, wit...

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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Research group:
Computational Linguistics Group
Oxford college:
New College
Role:
Author

Contributors

Division:
MPLS
Department:
Computer Science
Role:
Supervisor
Division:
MPLS
Department:
Computer Science
Role:
Supervisor
Publication date:
2014
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
Oxford University, UK
Language:
English
Keywords:
Subjects:
UUID:
uuid:1c995f84-7e10-43b0-a801-1c8bbfb53e76
Local pid:
ora:10576
Deposit date:
2015-03-13

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