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Mar 19, 2021
Hao Peng, Nikolaos Pappas, Dani Yogatama, Roy Schwartz, Noah A. Smith, Lingpeng Kong

* ICLR 2021 

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Adaptive Semiparametric Language Models


Feb 04, 2021
Dani Yogatama, Cyprien de Masson d'Autume, Lingpeng Kong

* Accepted to TACL, pre MIT Press publication version 

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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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A Mutual Information Maximization Perspective of Language Representation Learning


Nov 26, 2019
Lingpeng Kong, Cyprien de Masson d'Autume, Wang Ling, Lei Yu, Zihang Dai, Dani Yogatama

* 12 pages, 3 figures 

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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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Episodic Memory in Lifelong Language Learning


Jun 03, 2019
Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, Dani Yogatama


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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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Variational Smoothing in Recurrent Neural Network Language Models


Jan 27, 2019
Lingpeng Kong, Gabor Melis, Wang Ling, Lei Yu, Dani Yogatama

* Accepted as a conference paper at ICLR 2019 

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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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Neural Phrase-to-Phrase Machine Translation


Nov 06, 2018
Jiangtao Feng, Lingpeng Kong, Po-Sen Huang, Chong Wang, Da Huang, Jiayuan Mao, Kan Qiao, Dengyong Zhou


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End-to-End Neural Segmental Models for Speech Recognition


Aug 15, 2017
Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals


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Multitask Learning with CTC and Segmental CRF for Speech Recognition


Jun 05, 2017
Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith

* 5 pages, 2 figures, camera ready version at Interspeech 2017 

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SyntaxNet Models for the CoNLL 2017 Shared Task


Mar 15, 2017
Chris Alberti, Daniel Andor, Ivan Bogatyy, Michael Collins, Dan Gillick, Lingpeng Kong, Terry Koo, Ji Ma, Mark Omernick, Slav Petrov, Chayut Thanapirom, Zora Tung, David Weiss

* Tech report 

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DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks


Mar 13, 2017
Lingpeng Kong, Chris Alberti, Daniel Andor, Ivan Bogatyy, David Weiss

* 10 pages; Submitted for review to ACL2017 

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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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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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Segmental Recurrent Neural Networks for End-to-end Speech Recognition


Jun 20, 2016
Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith, Steve Renals

* 5 pages, 2 figures, accepted by Interspeech 2016 

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Segmental Recurrent Neural Networks


Mar 01, 2016
Lingpeng Kong, Chris Dyer, Noah A. Smith

* 10 pages, published as a conference paper at ICLR 2016 

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Document Context Language Models


Feb 21, 2016
Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, Jacob Eisenstein

* 10 pages, 3 figures 

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An Empirical Comparison of Parsing Methods for Stanford Dependencies


Apr 16, 2014
Lingpeng Kong, Noah A. Smith

* 13 pages, 2 figures 

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