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Pitfalls of Static Language Modelling


Feb 03, 2021
Angeliki Lazaridou, Adhiguna Kuncoro, Elena Gribovskaya, Devang Agrawal, Adam Liska, Tayfun Terzi, Mai Gimenez, Cyprien de Masson d'Autume, Sebastian Ruder, Dani Yogatama, Kris Cao, Tomas Kocisky, Susannah Young, Phil Blunsom


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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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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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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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DyNet: The Dynamic Neural Network Toolkit


Jan 15, 2017
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin

* 33 pages 

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What Do Recurrent Neural Network Grammars Learn About Syntax?


Jan 10, 2017
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith

* 10 pages. To appear in EACL 2017, Valencia, Spain 

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Recurrent Neural Network Grammars


Oct 12, 2016
Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, Noah A. Smith

* Proceedings of NAACL 2016 (contains corrigendum) 

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Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser


Sep 24, 2016
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Noah A. Smith

* 10 pages. To appear at EMNLP 2016 

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Dependency Parsing with LSTMs: An Empirical Evaluation


Jun 30, 2016
Adhiguna Kuncoro, Yuichiro Sawai, Kevin Duh, Yuji Matsumoto

* 7 pages, 4 figures 

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