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The StreetLearn Environment and Dataset


Mar 04, 2019
Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Denis Teplyashin, Karl Moritz Hermann, Mateusz Malinowski, Matthew Koichi Grimes, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

* 13 pages, 6 figures, 4 tables. arXiv admin note: text overlap with arXiv:1804.00168 

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Learning To Follow Directions in Street View


Mar 01, 2019
Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Raia Hadsell


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Pushing the bounds of dropout


Sep 27, 2018
Gábor Melis, Charles Blundell, Tomáš Kočiský, Karl Moritz Hermann, Chris Dyer, Phil Blunsom


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Encoding Spatial Relations from Natural Language


Jul 05, 2018
Tiago Ramalho, Tomáš Kočiský, Frederic Besse, S. M. Ali Eslami, Gábor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann


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Hyperbolic Attention Networks


May 24, 2018
Caglar Gulcehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas


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Learning to Navigate in Cities Without a Map


Apr 17, 2018
Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

* 13 pages, 13 figures 

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Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input


Apr 11, 2018
Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, Stephen Clark

* To appear at ICLR 2018 

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The NarrativeQA Reading Comprehension Challenge


Dec 19, 2017
Tomáš Kočiský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, Edward Grefenstette


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Understanding Grounded Language Learning Agents


Oct 26, 2017
Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark


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Grounded Language Learning in a Simulated 3D World


Jun 26, 2017
Karl Moritz Hermann, Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner, Hubert Soyer, David Szepesvari, Wojciech Marian Czarnecki, Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps, Demis Hassabis, Phil Blunsom

* 16 pages, 8 figures 

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Semantic Parsing with Semi-Supervised Sequential Autoencoders


Sep 29, 2016
Tomáš Kočiský, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Karl Moritz Hermann


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Latent Predictor Networks for Code Generation


Jun 08, 2016
Wang Ling, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiský, Andrew Senior, Fumin Wang, Phil Blunsom


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Reasoning about Entailment with Neural Attention


Mar 01, 2016
Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiský, Phil Blunsom

* ICLR 2016 camera-ready, 9 pages, 10 figures (incl. subfigures) 

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Teaching Machines to Read and Comprehend


Nov 19, 2015
Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom

* Appears in: Advances in Neural Information Processing Systems 28 (NIPS 2015). 14 pages, 13 figures 

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Learning to Transduce with Unbounded Memory


Nov 03, 2015
Edward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman, Phil Blunsom

* 14 pages, 4 figures, NIPS 2015 

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Deep Learning for Answer Sentence Selection


Dec 04, 2014
Lei Yu, Karl Moritz Hermann, Phil Blunsom, Stephen Pulman

* 9 pages, accepted by NIPS deep learning workshop 

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Distributed Representations for Compositional Semantics


Nov 12, 2014
Karl Moritz Hermann

* DPhil Thesis, University of Oxford, Submitted and accepted in 2014 

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Learning Bilingual Word Representations by Marginalizing Alignments


May 05, 2014
Tomáš Kočiský, Karl Moritz Hermann, Phil Blunsom

* Proceedings of ACL 2014 (Short Papers) 

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A Deep Architecture for Semantic Parsing


Apr 29, 2014
Edward Grefenstette, Phil Blunsom, Nando de Freitas, Karl Moritz Hermann

* In Proceedings of the Semantic Parsing Workshop at ACL 2014 (forthcoming) 

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Multilingual Models for Compositional Distributed Semantics


Apr 17, 2014
Karl Moritz Hermann, Phil Blunsom

* Proceedings of ACL 2014 (Long papers) 

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Multilingual Distributed Representations without Word Alignment


Mar 20, 2014
Karl Moritz Hermann, Phil Blunsom

* To appear at ICLR 2014 

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"Not not bad" is not "bad": A distributional account of negation


Jun 10, 2013
Karl Moritz Hermann, Edward Grefenstette, Phil Blunsom

* 9 pages, to appear in Proceedings of the 2013 Workshop on Continuous Vector Space Models and their Compositionality 

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