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Transforming Sequence Tagging Into A Seq2Seq Task


Mar 16, 2022
Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan


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WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning


Mar 03, 2021
Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork


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DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries


Oct 23, 2020
Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Jiecao Chen

* 13 pages 

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DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling


Oct 07, 2020
Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh

* 13 pages. Accepted to Findings of EMNLP 2020 

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Sampled Softmax with Random Fourier Features


Jul 24, 2019
Ankit Singh Rawat, Jiecao Chen, Felix Yu, Ananda Theertha Suresh, Sanjiv Kumar


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Stochastic Negative Mining for Learning with Large Output Spaces


Oct 16, 2018
Sashank J. Reddi, Satyen Kale, Felix Yu, Dan Holtmann-Rice, Jiecao Chen, Sanjiv Kumar


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Tight Bounds for Collaborative PAC Learning via Multiplicative Weights


Oct 11, 2018
Jiecao Chen, Qin Zhang, Yuan Zhou

* Accepted to NIPS 2018. 14 pages 

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A Practical Algorithm for Distributed Clustering and Outlier Detection


Oct 11, 2018
Jiecao Chen, Erfan Sadeqi Azer, Qin Zhang

* Accepted to NIPS 2018. 15 pages 

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Adaptive Multiple-Arm Identification


Jun 04, 2017
Jiecao Chen, Xi Chen, Qin Zhang, Yuan Zhou

* 30 pages, 5 figures, preliminary version to appear in ICML 2017 

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Communication-Optimal Distributed Clustering


Feb 01, 2017
Jiecao Chen, He Sun, David P. Woodruff, Qin Zhang

* A preliminary version of this paper appeared at the 30th Annual Conference on Neural Information Processing Systems (NIPS), 2016 

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