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Knowledge-grounded Dialog State Tracking


Oct 13, 2022
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau

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* EMNLP 2022 Findings 

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ReAct: Synergizing Reasoning and Acting in Language Models


Oct 06, 2022
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao

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Multiple Descent in the Multiple Random Feature Model


Aug 21, 2022
Xuran Meng, Jianfeng Yao, Yuan Cao

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* 81 pages, 9 figures 

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Building Machine Translation Systems for the Next Thousand Languages


May 16, 2022
Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes

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* V2: updated with some details from 24-language Google Translate launch in May 2022 

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Unsupervised Slot Schema Induction for Task-oriented Dialog


May 09, 2022
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau

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* NAACL 2022 

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The Implicit Length Bias of Label Smoothing on Beam Search Decoding


May 02, 2022
Bowen Liang, Pidong Wang, Yuan Cao

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Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue


Apr 08, 2022
Raghav Gupta, Harrison Lee, Jeffrey Zhao, Abhinav Rastogi, Yuan Cao, Yonghui Wu

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* To appear at NAACL 2022 

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Nearest Neighbor Classifier with Margin Penalty for Active Learning


Mar 18, 2022
Yuan Cao, Zhiqiao Gao, Jie Hu, Mingchuan Yang

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Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation


Mar 15, 2022
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

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* ACL 2022 

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Benign Overfitting in Two-layer Convolutional Neural Networks


Feb 14, 2022
Yuan Cao, Zixiang Chen, Mikhail Belkin, Quanquan Gu

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* 35 pages, 1 figure 

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