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Karl Moritz Hermann
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Bio
I'm a research scientist at Google DeepMind. Before that I briefly worked as the CEO of Dark Blue Labs. Before my move to industry, I was a postdoctoral researcher in Computational Linguistics and Machine Learning at the CLG in Oxford, where I also completed my DPhil, advised by Stephen Pulman and Phil Blunsom.
My doctoral thesis was on Distributed Representations for Compositional Semantics. My current interests are at the intersection of ML and CL. Particularly, I am interested in compositional semantics, distributed representations and the interface between semantics and syntax.
My doctoral thesis was on Distributed Representations for Compositional Semantics. My current interests are at the intersection of ML and CL. Particularly, I am interested in compositional semantics, distributed representations and the interface between semantics and syntax.
Papers40 papers
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Karl Moritz Hermann,Mateusz Malinowski,Piotr Mirowski, Andras Banki Horvath, Keith Anderson,Raia Hadsell
AAAI, pp.11773-11781, (2020)
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
arXiv: Artificial Intelligence, (2019)
Çaglar Gülçehre,Misha Denil,Mateusz Malinowski, Ali Razavi,Razvan Pascanu,Karl Moritz Hermann,Peter Battaglia,Victor Bapst, David Raposo,Adam Santoro,Nando de Freitas
ICLR, (2019)
Karl Moritz Hermann,Mateusz Malinowski,Piotr Mirowski, Andras Banki-Horvath, Keith Anderson,Raia Hadsell
arXiv: Artificial Intelligence, (2019)
Piotr Mirowski,Matthew Koichi Grimes,Mateusz Malinowski,Karl Moritz Hermann, Keith Anderson, Denis Teplyashin,Karen Simonyan,Koray Kavukcuoglu,Andrew Zisserman,Raia Hadsell
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 2419-2430
Tomáš Kočiský, Jonathan Schwarz,Phil Blunsom,Chris Dyer,Karl Moritz Hermann, Gáabor Melis,Edward Grefenstette
Transactions of the Association for Computational Linguistics, (2018)
arXiv: Machine Learning, (2018)
Tiago Ramalho,Tomás Kociský, Frederic Besse,S. M. Ali Eslami, Gábor Melis,Fabio Viola,Phil Blunsom,Karl Moritz Hermann
arXiv: Computation and Language, (2018)
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
arXiv: Computation and Language, (2017)
Wang Ling,Phil Blunsom,Edward Grefenstette,Karl Moritz Hermann, Tomás Kociský, Fumin Wang,Andrew W. Senior
meeting of the association for computational linguistics, (2016): 599-609
Bibtex
ACL, (2016)
EMNLP, (2016): 1078-1087
Alex Graves,Greg Wayne, Malcolm Reynolds,Tim Harley,Ivo Danihelka,Agnieszka Grabska-Barwińska, Sergio Gómez Colmenarejo,Edward Grefenstette,Tiago Ramalho, John Agapiou, Adrià Puigdomènech Badia,Karl Moritz Hermann
Nature, no. 7626 (2016): 471-476
international conference on learning representations, (2015)
Karl Moritz Hermann,Tomás Kociský,Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman,Phil Blunsom
Annual Conference on Neural Information Processing Systems, (2015)
Annual Conference on Neural Information Processing Systems, (2015)
ACL, (2014): 224-229
ACL (Tutorial Abstracts), (2014)
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