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Can Public Large Language Models Help Private Cross-device Federated Learning?


May 20, 2023
Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, H. Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer

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Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study


Apr 13, 2023
Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro

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FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data


Jul 21, 2022
Wenda Chu, Chulin Xie, Boxin Wang, Linyi Li, Lang Yin, Han Zhao, Bo Li

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SemAttack: Natural Textual Attacks via Different Semantic Spaces


May 16, 2022
Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li

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* Published at Findings of NAACL 2022 

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Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models


Feb 08, 2022
Boxin Wang, Wei Ping, Chaowei Xiao, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bo Li, Anima Anandkumar, Bryan Catanzaro

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Certifying Out-of-Domain Generalization for Blackbox Functions


Feb 03, 2022
Maurice Weber, Linyi Li, Boxin Wang, Zhikuan Zhao, Bo Li, Ce Zhang

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Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models


Nov 04, 2021
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li

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* Oral Presentation in NeurIPS 2021 (Datasets and Benchmarks Track). 24 pages, 4 figures, 12 tables 

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Counterfactual Adversarial Learning with Representation Interpolation


Sep 10, 2021
Wei Wang, Boxin Wang, Ning Shi, Jinfeng Li, Bingyu Zhu, Xiangyu Liu, Rong Zhang

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* Accepted to Findings of EMNLP 2021 

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Incorporating External POS Tagger for Punctuation Restoration


Jun 12, 2021
Ning Shi, Wei Wang, Boxin Wang, Jinfeng Li, Xiangyu Liu, Zhouhan Lin

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* Accepted to Interspeech 2021 

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