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On Continual Model Refinement in Out-of-Distribution Data Streams



Bill Yuchen Lin , Sida Wang , Xi Victoria Lin , Robin Jia , Lin Xiao , Xiang Ren , Wen-tau Yih

* Accepted to ACL 2022; Project website: https://cmr-nlp.github.io/ 

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InCoder: A Generative Model for Code Infilling and Synthesis



Daniel Fried , Armen Aghajanyan , Jessy Lin , Sida Wang , Eric Wallace , Freda Shi , Ruiqi Zhong , Wen-tau Yih , Luke Zettlemoyer , Mike Lewis

* 25 pages, 13 figures. v2: added NeoX-20B results & StackOverflow corpus info 

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Deep Natural Language Processing for LinkedIn Search



Weiwei Guo , Xiaowei Liu , Sida Wang , Michaeel Kazi , Zhiwei Wang , Zhoutong Fu , Jun Jia , Liang Zhang , Huiji Gao , Bo Long

* 18 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:2108.08252 

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Deep Natural Language Processing for LinkedIn Search Systems



Weiwei Guo , Xiaowei Liu , Sida Wang , Michaeel Kazi , Zhoutong Fu , Huiji Gao , Jun Jia , Liang Zhang , Bo Long


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Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms



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



Sida Wang , Weiwei Guo , Huiji Gao , Bo Long

* Accepted at CIKM 2020 

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DeText: A Deep Text Ranking Framework with BERT



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



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


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Interactive Classification by Asking Informative Questions



Lili Yu , Howard Chen , Sida Wang , Yoav Artzi , Tao Lei


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