Karl Moritz Hermann
Karl Moritz Hermann
Google DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Teaching machines to read and comprehend
KM Hermann, T Kocisky, E Grefenstette, L Espeholt, W Kay, M Suleyman, ...
Advances in neural information processing systems, 1693-1701, 2015
11352015
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471, 2016
6992016
Reasoning about entailment with neural attention
T Rocktäschel, E Grefenstette, KM Hermann, T Kočiský, P Blunsom
arXiv preprint arXiv:1509.06664, 2015
4722015
Deep learning for answer sentence selection
L Yu, KM Hermann, P Blunsom, S Pulman
arXiv preprint arXiv:1412.1632, 2014
2932014
Multilingual models for compositional distributed semantics
KM Hermann, P Blunsom
arXiv preprint arXiv:1404.4641, 2014
2422014
Learning to transduce with unbounded memory
E Grefenstette, KM Hermann, M Suleyman, P Blunsom
Advances in neural information processing systems, 1828-1836, 2015
1862015
The role of syntax in vector space models of compositional semantics
KM Hermann, P Blunsom
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
1482013
Multilingual distributed representations without word alignment
KM Hermann, P Blunsom
arXiv preprint arXiv:1312.6173, 2013
1302013
Latent predictor networks for code generation
W Ling, E Grefenstette, KM Hermann, T Kočiský, A Senior, F Wang, ...
arXiv preprint arXiv:1603.06744, 2016
1292016
Semantics-Based Machine Translation with Hyperedge Replacement Grammars
B JONES, J ANDREAS, D BAUER, KM HERMANN, K KNIGHT
COLING, 2012
992012
Semantic frame identification with distributed word representations
KM Hermann, D Das, J Weston, K Ganchev
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
932014
Learning bilingual word representations by marginalizing alignments
T Kočiský, KM Hermann, P Blunsom
arXiv preprint arXiv:1405.0947, 2014
752014
The narrativeqa reading comprehension challenge
T Kočiský, J Schwarz, P Blunsom, C Dyer, KM Hermann, G Melis, ...
Transactions of the Association for Computational Linguistics 6, 317-328, 2018
722018
Grounded language learning in a simulated 3d world
KM Hermann, F Hill, S Green, F Wang, R Faulkner, H Soyer, D Szepesvari, ...
arXiv preprint arXiv:1706.06551, 2017
712017
Parsing graphs with hyperedge replacement grammars
D Chiang, J Andreas, D Bauer, KM Hermann, B Jones, K Knight
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
702013
Learning to navigate in cities without a map
P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ...
Advances in Neural Information Processing Systems, 2419-2430, 2018
532018
Semantic parsing with semi-supervised sequential autoencoders
T Kočiský, G Melis, E Grefenstette, C Dyer, W Ling, P Blunsom, ...
arXiv preprint arXiv:1609.09315, 2016
412016
A deep architecture for semantic parsing
P Blunsom, N de Freitas, E Grefenstette, KM Hermann
Proceedings of the ACL 2014 Workshop on Semantic Parsing, 2014
39*2014
" Not not bad" is not" bad": A distributional account of negation
KM Hermann, E Grefenstette, P Blunsom
Proceedings of the 2013 Workshop on Continuous Vector Space Models and their …, 2013
312013
Emergence of linguistic communication from referential games with symbolic and pixel input
A Lazaridou, KM Hermann, K Tuyls, S Clark
arXiv preprint arXiv:1804.03984, 2018
282018
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Articles 1–20