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Syntactic Structure Distillation Pretraining For Bidirectional Encoders


May 27, 2020
Adhiguna Kuncoro, Lingpeng Kong, Daniel Fried, Dani Yogatama, Laura Rimell, Chris Dyer, Phil Blunsom

* 17 pages, 6 tables, 2 figures. AK and LK contributed equally 

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Learning to Segment Actions from Observation and Narration


May 07, 2020
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

* ACL 2020 

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A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing


May 04, 2020
Kartik Goyal, Chris Dyer, Christopher Warren, Max G'Sell, Taylor Berg-Kirkpatrick

* To appear at ACL 2020 

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Learning Robust and Multilingual Speech Representations


Jan 29, 2020
Kazuya Kawakami, Luyu Wang, Chris Dyer, Phil Blunsom, Aaron van den Oord


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Transition-Based Dependency Parsing using Perceptron Learner


Jan 28, 2020
Rahul Radhakrishnan Iyer, Miguel Ballesteros, Chris Dyer, Robert Frederking

* This was part of an assignment at my graduate course at LTI. This does not offer any major novelties 

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Putting Machine Translation in Context with the Noisy Channel Model


Oct 01, 2019
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer

* 14 pages 

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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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Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation


Sep 03, 2019
Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, Pushmeet Kohli

* Accepted in EMNLP 2019 

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Shallow Syntax in Deep Water


Aug 29, 2019
Swabha Swayamdipta, Matthew Peters, Brendan Roof, Chris Dyer, Noah A. Smith


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Compound Probabilistic Context-Free Grammars for Grammar Induction


Aug 18, 2019
Yoon Kim, Chris Dyer, Alexander M. Rush

* ACL 2019 

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Scalable Syntax-Aware Language Models Using Knowledge Distillation


Jun 14, 2019
Adhiguna Kuncoro, Chris Dyer, Laura Rimell, Stephen Clark, Phil Blunsom

* ACL 2019 

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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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An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search


Apr 15, 2019
Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick

* Long paper at NAACL 2019 

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Learning and Evaluating General Linguistic Intelligence


Jan 31, 2019
Dani Yogatama, Cyprien de Masson d'Autume, Jerome Connor, Tomas Kocisky, Mike Chrzanowski, Lingpeng Kong, Angeliki Lazaridou, Wang Ling, Lei Yu, Chris Dyer, Phil Blunsom


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Sentence Encoding with Tree-constrained Relation Networks


Nov 26, 2018
Lei Yu, Cyprien de Masson d'Autume, Chris Dyer, Phil Blunsom, Lingpeng Kong, Wang Ling

* 12 pages 

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Unsupervised Word Discovery with Segmental Neural Language Models


Nov 23, 2018
Kazuya Kawakami, Chris Dyer, Phil Blunsom


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Relational inductive biases, deep learning, and graph networks


Oct 17, 2018
Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez, Vinicius Zambaldi, Mateusz Malinowski, Andrea Tacchetti, David Raposo, Adam Santoro, Ryan Faulkner, Caglar Gulcehre, Francis Song, Andrew Ballard, Justin Gilmer, George Dahl, Ashish Vaswani, Kelsey Allen, Charles Nash, Victoria Langston, Chris Dyer, Nicolas Heess, Daan Wierstra, Pushmeet Kohli, Matt Botvinick, Oriol Vinyals, Yujia Li, Razvan Pascanu


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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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Syntactic Scaffolds for Semantic Structures


Aug 30, 2018
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith

* Accepted at EMNLP 2018 

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Dynamic Integration of Background Knowledge in Neural NLU Systems


Aug 21, 2018
Dirk Weissenborn, Tomáš Kočiský, Chris Dyer


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Neural Arithmetic Logic Units


Aug 01, 2018
Andrew Trask, Felix Hill, Scott Reed, Jack Rae, Chris Dyer, Phil Blunsom


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Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs


Jul 05, 2018
Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer, Noah A. Smith

* Proceedings of CoNLL 2016; 13 pages, 5 figures 

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Finding Syntax in Human Encephalography with Beam Search


Jun 11, 2018
John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan R. Brennan

* ACL2018 

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Unsupervised Text Style Transfer using Language Models as Discriminators


May 31, 2018
Zichao Yang, Zhiting Hu, Chris Dyer, Eric P. Xing, Taylor Berg-Kirkpatrick


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Fast Parametric Learning with Activation Memorization


Mar 27, 2018
Jack W Rae, Chris Dyer, Peter Dayan, Timothy P Lillicrap


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