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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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PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding


Jul 22, 2020
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany

* ECCV 2020 (Spotlight) 

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MicroNet for Efficient Language Modeling


May 16, 2020
Zhongxia Yan, Hanrui Wang, Demi Guo, Song Han

* Accepted by PMLR 

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Analyzing machine-learned representations: A natural language case study


Sep 12, 2019
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman

* This article supersedes a previous article arXiv:1802.04302 

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Why Build an Assistant in Minecraft?


Jul 25, 2019
Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston


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CraftAssist: A Framework for Dialogue-enabled Interactive Agents


Jul 19, 2019
Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam


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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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Evaluating Compositionality in Sentence Embeddings


May 17, 2018
Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel J. Gershman, Noah D. Goodman


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