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The Case for a Wholistic Serverless Programming Paradigm and Full Stack Automation for AI and Beyond -- The Philosophy of Jaseci and Jac


Jun 16, 2022
Jason Mars


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One Agent To Rule Them All: Towards Multi-agent Conversational AI


Mar 15, 2022
Christopher Clarke, Joseph Joshua Peper, Karthik Krishnamurthy, Walter Talamonti, Kevin Leach, Walter Lasecki, Yiping Kang, Lingjia Tang, Jason Mars


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Towards Personalized Intelligence at Scale


Mar 13, 2022
Yiping Kang, Ashish Mahendra, Christopher Clarke, Lingjia Tang, Jason Mars


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An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction


Sep 04, 2019
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars

* Accepted to EMNLP-IJCNLP 2019 

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Outlier Detection for Improved Data Quality and Diversity in Dialog Systems


Apr 05, 2019
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars

* Accepted as long paper to NAACL 2019 

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Rethinking Numerical Representations for Deep Neural Networks


Aug 07, 2018
Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios Papaefthymiou, Scott Mahlke, Thomas Wenisch, Jia Deng, Lingjia Tang, Jason Mars


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