Karl Moritz Hermann

According to our database, Karl Moritz Hermann authored at least 33 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Simulating Early Word Learning in Situated Connectionist Agents.

Felix Hill, Stephen Clark, Phil Blunsom, Karl Moritz Hermann

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Learning to Follow Directions in Street View.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

The StreetLearn Environment and Dataset.

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

CoRR, 2019

Hyperbolic Attention Networks.

Çaglar Gülçehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter W. Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

The NarrativeQA Reading Comprehension Challenge.

Tomás Kociský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, Edward Grefenstette

Trans. Assoc. Comput. Linguistics, 2018

Encoding Spatial Relations from Natural Language.

Tiago Ramalho, Tomás Kociský, Frederic Besse, S. M. Ali Eslami, Gábor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann

CoRR, 2018

Pushing the bounds of dropout.

Gábor Melis, Charles Blundell, Tomás Kociský, Karl Moritz Hermann, Chris Dyer, Phil Blunsom

CoRR, 2018

Learning to Navigate in Cities Without a Map.

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

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

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

Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, Stephen Clark

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Understanding Grounded Language Learning Agents.

Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark

CoRR, 2017

Grounded Language Learning in a Simulated 3D World.

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

CoRR, 2017

2016

Hybrid computing using a neural network with dynamic external memory.

Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwinska, Sergio Gomez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John P. Agapiou, Adrià Puigdomènech Badia, Karl Moritz Hermann, Yori Zwols, Georg Ostrovski, Adam Cain, Helen King, Christopher Summerfield, Phil Blunsom, Koray Kavukcuoglu, Demis Hassabis

Nat., 2016

Reasoning about Entailment with Neural Attention.

Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Phil Blunsom

Proceedings of the 4th International Conference on Learning Representations, 2016

Semantic Parsing with Semi-Supervised Sequential Autoencoders.

Tomás Kociský, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Karl Moritz Hermann

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Latent Predictor Networks for Code Generation.

Wang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Fumin Wang, Andrew W. Senior

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Teaching Machines to Read and Comprehend.

Karl Moritz Hermann, Tomás Kociský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning to Transduce with Unbounded Memory.

Edward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman, Phil Blunsom

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality.

Alexandre Allauzen, Edward Grefenstette, Karl Moritz Hermann, Hugo Larochelle, Scott Wen-tau Yih

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015

2014

Distributed representations for compositional semantics.

Karl Moritz Hermann

PhD thesis, 2014

Deep Learning for Answer Sentence Selection.

Lei Yu, Karl Moritz Hermann, Phil Blunsom, Stephen Pulman

CoRR, 2014

A Simple Model for Learning Multilingual Compositional Semantics.

Karl Moritz Hermann, Phil Blunsom

Proceedings of the 2nd International Conference on Learning Representations, 2014

Distributed Representations for Compositional Semantics.

Karl Moritz Hermann

CoRR, 2014

A Deep Architecture for Semantic Parsing.

Edward Grefenstette, Phil Blunsom, Nando de Freitas, Karl Moritz Hermann

CoRR, 2014

Learning Bilingual Word Representations by Marginalizing Alignments.

Tomás Kociský, Karl Moritz Hermann, Phil Blunsom

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Semantic Frame Identification with Distributed Word Representations.

Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Multilingual Models for Compositional Distributed Semantics.

Karl Moritz Hermann, Phil Blunsom

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

New Directions in Vector Space Models of Meaning.

Edward Grefenstette, Karl Moritz Hermann, Georgiana Dinu, Phil Blunsom

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

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

Karl Moritz Hermann, Edward Grefenstette, Phil Blunsom

Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013

The Role of Syntax in Vector Space Models of Compositional Semantics.

Karl Moritz Hermann, Phil Blunsom

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Parsing Graphs with Hyperedge Replacement Grammars.

David Chiang, Jacob Andreas, Daniel Bauer, Karl Moritz Hermann, Bevan K. Jones, Kevin Knight

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Learning Semantics and Selectional Preference of Adjective-Noun Pairs.

Karl Moritz Hermann, Chris Dyer, Phil Blunsom, Stephen Pulman

Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

An Unsupervised Ranking Model for Noun-Noun Compositionality.

Karl Moritz Hermann, Phil Blunsom, Stephen Pulman

Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

Semantics-Based Machine Translation with Hyperedge Replacement Grammars.

Bevan K. Jones, Jacob Andreas, Daniel Bauer, Karl Moritz Hermann, Kevin Knight

Proceedings of the COLING 2012, 2012