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Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms


Dec 29, 2020
Yilun Zhou, Adi Renduchintala, Xian Li, Sida Wang, Yashar Mehdad, Asish Ghoshal

* 17 pages, 17 figures 

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Efficient Neural Query Auto Completion


Aug 06, 2020
Sida Wang, Weiwei Guo, Huiji Gao, Bo Long

* Accepted at CIKM 2020 

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DeText: A Deep Text Ranking Framework with BERT


Aug 06, 2020
Weiwei Guo, Xiaowei Liu, Sida Wang, Huiji Gao, Ananth Sankar, Zimeng Yang, Qi Guo, Liang Zhang, Bo Long, Bee-Chung Chen, Deepak Agarwal

* Ranking, Deep Language Models, Natural Language Processing 

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Pre-training via Paraphrasing


Jun 26, 2020
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer


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Interactive Classification by Asking Informative Questions


Nov 09, 2019
Lili Yu, Howard Chen, Sida Wang, Yoav Artzi, Tao Lei


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Altitude Training: Strong Bounds for Single-Layer Dropout


Oct 31, 2014
Stefan Wager, William Fithian, Sida Wang, Percy Liang

* Advances in Neural Information Processing Systems (NIPS), 2014 

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Dropout Training as Adaptive Regularization


Nov 01, 2013
Stefan Wager, Sida Wang, Percy Liang

* 11 pages. Advances in Neural Information Processing Systems (NIPS), 2013 

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