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Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models


Apr 15, 2021
Matteo Alleman, Jonathan Mamou, Miguel A Del Rio, Hanlin Tang, Yoon Kim, SueYeon Chung

* 12 pages, 7 figures 

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Parameter-Efficient Transfer Learning with Diff Pruning


Dec 14, 2020
Demi Guo, Alexander M. Rush, Yoon Kim


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Sequence-Level Mixed Sample Data Augmentation


Nov 18, 2020
Demi Guo, Yoon Kim, Alexander M. Rush

* EMNLP 2020 

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Emergence of Separable Manifolds in Deep Language Representations


Jun 06, 2020
Jonathan Mamou, Hang Le, Miguel Del Rio, Cory Stephenson, Hanlin Tang, Yoon Kim, SueYeon Chung

* 8 pages. 8 figures. Accepted to ICML 2020 

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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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Amortized Bethe Free Energy Minimization for Learning MRFs


Jun 14, 2019
Sam Wiseman, Yoon Kim


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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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A Tutorial on Deep Latent Variable Models of Natural Language


Dec 18, 2018
Yoon Kim, Sam Wiseman, Alexander M. Rush

* EMNLP 2018 Tutorial 

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On the Flip Side: Identifying Counterexamples in Visual Question Answering


Jul 24, 2018
Gabriel Grand, Aron Szanto, Yoon Kim, Alexander Rush

* KDD 2018 conference version 

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Semi-Amortized Variational Autoencoders


Jul 23, 2018
Yoon Kim, Sam Wiseman, Andrew C. Miller, David Sontag, Alexander M. Rush

* ICML 2018 

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Avoiding Latent Variable Collapse With Generative Skip Models


Jul 12, 2018
Adji B. Dieng, Yoon Kim, Alexander M. Rush, David M. Blei

* Presented at Workshop on Theoretical Foundations and Applications of Deep Generative Models, ICML, 2018 

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Latent Alignment and Variational Attention


Jul 10, 2018
Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, Alexander M. Rush


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Adversarially Regularized Autoencoders


Jun 29, 2018
Jake Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann LeCun

* ICML 2018 

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OpenNMT: Neural Machine Translation Toolkit


May 28, 2018
Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush

* Presentation to AMTA 2018 - Boston. arXiv admin note: substantial text overlap with arXiv:1701.02810 

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OpenNMT: Open-source Toolkit for Neural Machine Translation


Sep 12, 2017
Guillaume Klein, Yoon Kim, Yuntian Deng, Josep Crego, Jean Senellart, Alexander M. Rush

* Published in EAMT 2017 User Studies and Project/Product Descriptions 

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Adapting Sequence Models for Sentence Correction


Jul 27, 2017
Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber

* EMNLP 2017 

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OpenNMT: Open-Source Toolkit for Neural Machine Translation


Mar 06, 2017
Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush

* Report for http://opennmt.net 

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Structured Attention Networks


Feb 16, 2017
Yoon Kim, Carl Denton, Luong Hoang, Alexander M. Rush

* ICLR 2017 

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Sequence-Level Knowledge Distillation


Sep 22, 2016
Yoon Kim, Alexander M. Rush

* EMNLP 2016 

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Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction


Apr 16, 2016
Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber

* To appear at BEA11, as part of the AESW 2016 Shared Task 

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Character-Aware Neural Language Models


Dec 01, 2015
Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush

* AAAI 2016 

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Convolutional Neural Networks for Sentence Classification


Sep 03, 2014
Yoon Kim

* To appear in EMNLP 2014 

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Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification


Jun 28, 2014
Yoon Kim, Owen Zhang

* Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis. June, 2014. 79--83 

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Temporal Analysis of Language through Neural Language Models


May 14, 2014
Yoon Kim, Yi-I Chiu, Kentaro Hanaki, Darshan Hegde, Slav Petrov

* Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science. June, 2014. 61--65 

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