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Mutual Information Constraints for Monte-Carlo Objectives

Dec 01, 2020
Gábor Melis, András György, Phil Blunsom

* 32 pages, 29 figures 

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Capturing document context inside sentence-level neural machine translation models with self-training

Mar 11, 2020
Elman Mansimov, Gábor Melis, Lei Yu


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A Critical Analysis of Biased Parsers in Unsupervised Parsing

Sep 20, 2019
Chris Dyer, Gábor Melis, Phil Blunsom


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Mogrifier LSTM

Sep 04, 2019
Gábor Melis, Tomáš Kočiský, Phil Blunsom


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Unsupervised Recurrent Neural Network Grammars

Apr 15, 2019
Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gábor Melis

* NAACL 2019 

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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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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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On the State of the Art of Evaluation in Neural Language Models

Nov 20, 2017
Gábor Melis, Chris Dyer, Phil Blunsom


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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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