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Learning Space Partitions for Path Planning


Jul 14, 2021
Kevin Yang, Tianjun Zhang, Chris Cummins, Brandon Cui, Benoit Steiner, Linnan Wang, Joseph E. Gonzalez, Dan Klein, Yuandong Tian


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An Improved Model for Voicing Silent Speech


Jun 21, 2021
David Gaddy, Dan Klein

* ACL 2021 

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Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level


May 13, 2021
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt

* ACL 2021 Findings. Code and data: https://github.com/ruiqi-zhong/acl2021-instance-level 

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Constrained Language Models Yield Few-Shot Semantic Parsers


Apr 18, 2021
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme


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Meta-tuning Language Models to Answer Prompts Better


Apr 17, 2021
Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein


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Detoxifying Language Models Risks Marginalizing Minority Voices


Apr 13, 2021
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein

* NAACL 2021 

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FUDGE: Controlled Text Generation With Future Discriminators


Apr 12, 2021
Kevin Yang, Dan Klein

* To appear at NAACL 2021 

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Approximating How Single Head Attention Learns


Mar 13, 2021
Charlie Snell, Ruiqi Zhong, Dan Klein, Jacob Steinhardt


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Calibrate Before Use: Improving Few-Shot Performance of Language Models


Feb 19, 2021
Tony Z. Zhao, Eric Wallace, Shi Feng, Dan Klein, Sameer Singh


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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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