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Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers


May 21, 2023
Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song

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* Published as a conference paper at ACL 2023. 9 pages 

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What is the State of Memory Saving for Model Training?


Mar 26, 2023
Xiaoxuan Liu, Siddharth Jha, Chuyan Zhu, Zhuohan Li, Alvin Cheung

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ADELT: Transpilation Between Deep Learning Frameworks


Mar 07, 2023
Linyuan Gong, Jiayi Wang, Alvin Cheung

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* 23 pages 

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NumS: Scalable Array Programming for the Cloud


Jun 28, 2022
Melih Elibol, Vinamra Benara, Samyu Yagati, Lianmin Zheng, Alvin Cheung, Michael I. Jordan, Ion Stoica

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GACT: Activation Compressed Training for General Architectures


Jun 28, 2022
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung

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Learning Programmatic Idioms for Scalable Semantic Parsing


Apr 19, 2019
Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer

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Mapping Language to Code in Programmatic Context


Aug 29, 2018
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer

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* Accepted at EMNLP 2018 

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Learning a Neural Semantic Parser from User Feedback


Apr 27, 2017
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, Luke Zettlemoyer

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* Accepted at ACL 2017 

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Using Program Synthesis for Social Recommendations


Aug 14, 2012
Alvin Cheung, Armando Solar-Lezama, Samuel Madden

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