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Karl Moritz Hermann
Karl Moritz Hermann
Reliant AI
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Teaching machines to read and comprehend
KM Hermann, T Kocisky, E Grefenstette, L Espeholt, W Kay, M Suleyman, ...
Advances in neural information processing systems 28, 2015
42172015
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
20182016
Reasoning about entailment with neural attention
T Rocktäschel, E Grefenstette, KM Hermann, T Kočiský, P Blunsom
arXiv preprint arXiv:1509.06664, 2015
9112015
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
8072018
Deep learning for answer sentence selection
L Yu, KM Hermann, P Blunsom, S Pulman
arXiv preprint arXiv:1412.1632, 2014
5362014
Latent predictor networks for code generation
W Ling, E Grefenstette, KM Hermann, T Kočiský, A Senior, F Wang, ...
arXiv preprint arXiv:1603.06744, 2016
4632016
Multilingual models for compositional distributed semantics
KM Hermann, P Blunsom
arXiv preprint arXiv:1404.4641, 2014
3872014
Learning to navigate in cities without a map
P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ...
Advances in neural information processing systems 31, 2018
3522018
Learning to transduce with unbounded memory
E Grefenstette, KM Hermann, M Suleyman, P Blunsom
Advances in neural information processing systems 28, 2015
3502015
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
2992017
Hyperbolic attention networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
2912018
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
2682018
Multilingual distributed representations without word alignment
KM Hermann, P Blunsom
arXiv preprint arXiv:1312.6173, 2013
2102013
The role of syntax in vector space models of compositional semantics
K Hermann, P Blunsom
Association for Computational Linguistics, 2013
2042013
Semantics-Based Machine Translation with Hyperedge Replacement Grammars
B JONES, J ANDREAS, D BAUER, KM HERMANN, K KNIGHT
COLING, 2012
1632012
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
1482014
Learning bilingual word representations by marginalizing alignments
T Kočiský, KM Hermann, P Blunsom
arXiv preprint arXiv:1405.0947, 2014
1042014
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
1042013
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
982016
Selecting actions using multi-modal inputs
KM Hermann, P Blunsom, FG Hill
US Patent App. 16/497,602, 2021
932021
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Artikelen 1–20