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Inducing Taxonomic Knowledge from Pretrained Transformers

Oct 24, 2020
Catherine Chen, Kevin Lin, Dan Klein


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Modularity Improves Out-of-Domain Instruction Following

Oct 24, 2020
Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein, Trevor Darrell


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Unsupervised Parsing via Constituency Tests

Oct 07, 2020
Steven Cao, Nikita Kitaev, Dan Klein

* EMNLP 2020 

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A Streaming Approach For Efficient Batched Beam Search

Oct 06, 2020
Kevin Yang, Violet Yao, John DeNero, Dan Klein

* EMNLP 2020 

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Digital Voicing of Silent Speech

Oct 06, 2020
David Gaddy, Dan Klein

* EMNLP 2020 

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Semantic Evaluation for Text-to-SQL with Distilled Test Suites

Oct 06, 2020
Ruiqi Zhong, Tao Yu, Dan Klein

* EMNLP 2020 Long Paper 

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Task-Oriented Dialogue as Dataflow Synthesis

Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

* TACL 2020 

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Semantic Scaffolds for Pseudocode-to-Code Generation

May 12, 2020
Ruiqi Zhong, Mitchell Stern, Dan Klein


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Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers

Feb 26, 2020
Zhuohan Li, Eric Wallace, Sheng Shen, Kevin Lin, Kurt Keutzer, Dan Klein, Joseph E. Gonzalez


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Multilingual Alignment of Contextual Word Representations

Feb 12, 2020
Steven Cao, Nikita Kitaev, Dan Klein

* ICLR 2020 

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A Deep Factorization of Style and Structure in Fonts

Oct 02, 2019
Akshay Srivatsan, Jonathan T. Barron, Dan Klein, Taylor Berg-Kirkpatrick

* EMNLP 2019 (oral) 

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Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following

Jul 23, 2019
David Gaddy, Dan Klein

* ACL 2019 

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Cross-Domain Generalization of Neural Constituency Parsers

Jul 09, 2019
Daniel Fried, Nikita Kitaev, Dan Klein

* ACL 2019. DF and NK contributed equally 

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Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation

Jun 10, 2019
Ronghang Hu, Daniel Fried, Anna Rohrbach, Dan Klein, Trevor Darrell, Kate Saenko

* ACL 2019 

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Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference

Apr 22, 2019
Nikita Kitaev, Dan Klein


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Pragmatically Informative Text Generation

Apr 04, 2019
Sheng Shen, Daniel Fried, Jacob Andreas, Dan Klein

* 8 pages. accepted as a conference paper at NAACL2019 (short paper) 

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Multilingual Constituency Parsing with Self-Attention and Pre-Training

Dec 31, 2018
Nikita Kitaev, Dan Klein


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Speaker-Follower Models for Vision-and-Language Navigation

Oct 27, 2018
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell

* NIPS 2018 

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Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing

Jun 08, 2018
Daniel Fried, Dan Klein

* ACL 2018 

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Unified Pragmatic Models for Generating and Following Instructions

May 28, 2018
Daniel Fried, Jacob Andreas, Dan Klein

* NAACL 2018, camera-ready version 

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Constituency Parsing with a Self-Attentive Encoder

May 02, 2018
Nikita Kitaev, Dan Klein

* ACL 2018 

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What's Going On in Neural Constituency Parsers? An Analysis

Apr 20, 2018
David Gaddy, Mitchell Stern, Dan Klein

* NAACL 2018 

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Translating Neuralese

Jan 06, 2018
Jacob Andreas, Anca Dragan, Dan Klein

* Fixes description of the model human 

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Learning with Latent Language

Nov 01, 2017
Jacob Andreas, Dan Klein, Sergey Levine


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Effective Inference for Generative Neural Parsing

Jul 27, 2017
Mitchell Stern, Daniel Fried, Dan Klein

* EMNLP 2017 

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Analogs of Linguistic Structure in Deep Representations

Jul 25, 2017
Jacob Andreas, Dan Klein

* In EMNLP 2017 

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Neural Module Networks

Jul 24, 2017
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein

* Corrects an error in the evaluation of the NMN-only ablation experiment 

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