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Machine Learning

Machine Learning research in the Department of Computer Science includes many exciting directions:

 

The group is part of wider Machine Learning initiative at Oxford, which includes researchers in statistics (Yee Whye Teh, Arnaud Doucet, Chris Holmes) and information engineering (Michael Osborne,Steve Roberts,Frank Wood)

 

 

 

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Deep Learning for Semantic Parsing

Edward Grefenstette‚ Phil Blunsom‚ Nando de Freitas and Karl Moritz Hermann

In Proceedings of the ACL 2014 Workshop on Semantic Parsing. June, 2014.

Semantic Frame Identification with Distributed Word Representations

Karl Moritz Hermann‚ Dipanjan Das‚ Jason Weston and Kuzman Ganchev

In Proceedings of ACL. June, 2014.

Multilingual Models for Compositional Distributional Semantics

Karl Moritz Hermann and Phil Blunsom

In Proceedings of ACL. June, 2014.

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