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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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