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StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling

Dec 15, 2020
Yikang Shen, Yi Tay, Che Zheng, Dara Bahri, Donald Metzler, Aaron Courville


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Long Range Arena: A Benchmark for Efficient Transformers

Nov 08, 2020
Yi Tay, Mostafa Dehghani, Samira Abnar, Yikang Shen, Dara Bahri, Philip Pham, Jinfeng Rao, Liu Yang, Sebastian Ruder, Donald Metzler


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Recursive Top-Down Production for Sentence Generation with Latent Trees

Oct 09, 2020
Shawn Tan, Yikang Shen, Timothy J. O'Donnell, Alessandro Sordoni, Aaron Courville


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Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach

May 12, 2020
Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, Yue Zhang

* ACL20 

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Ordered Memory

Nov 03, 2019
Yikang Shen, Shawn Tan, Arian Hosseini, Zhouhan Lin, Alessandro Sordoni, Aaron Courville

* Published in NeurIPS 2019 

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Investigating Biases in Textual Entailment Datasets

Jun 23, 2019
Shawn Tan, Yikang Shen, Chin-wei Huang, Aaron Courville


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Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks

Oct 22, 2018
Yikang Shen, Shawn Tan, Alessandro Sordoni, Aaron Courville

* Under review as a conference paper 

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BanditSum: Extractive Summarization as a Contextual Bandit

Sep 25, 2018
Yue Dong, Yikang Shen, Eric Crawford, Herke van Hoof, Jackie Chi Kit Cheung

* 12 pages, 2 figures, EMNLP 2018 

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Straight to the Tree: Constituency Parsing with Neural Syntactic Distance

Jun 11, 2018
Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, Yoshua Bengio

* Published at ACL2018 

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Generating Contradictory, Neutral, and Entailing Sentences

Mar 07, 2018
Yikang Shen, Shawn Tan, Chin-Wei Huang, Aaron Courville


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Neural Language Modeling by Jointly Learning Syntax and Lexicon

Feb 19, 2018
Yikang Shen, Zhouhan Lin, Chin-Wei Huang, Aaron Courville

* 16 pages, 5 figures, ICLR 2018 

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Self-organized Hierarchical Softmax

Jul 26, 2017
Yikang Shen, Shawn Tan, Chrisopher Pal, Aaron Courville


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Word Embedding based Correlation Model for Question/Answer Matching

Nov 26, 2016
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong

* AAAI (2017) 3511--3517 
* 8 pages, 2 figures 

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