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Lingjia Tang

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A Trade-off Analysis of Replacing Proprietary LLMs with Open Source SLMs in Production

Jan 15, 2024
Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Krisztian Flautner, Lingjia Tang, Yiping Kang, Jason Mars

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One Agent Too Many: User Perspectives on Approaches to Multi-agent Conversational AI

Jan 13, 2024
Christopher Clarke, Karthik Krishnamurthy, Walter Talamonti, Yiping Kang, Lingjia Tang, Jason Mars

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Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's GPT-4 with Self-Hosted Open Source SLMs in Production

Dec 20, 2023
Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Krisztian Flautner, Lingjia Tang, Yiping Kang, Jason Mars

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Label Agnostic Pre-training for Zero-shot Text Classification

May 25, 2023
Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztian Flautner, Lingjia Tang, Jason Mars

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The Jaseci Programming Paradigm and Runtime Stack: Building Scale-out Production Applications Easy and Fast

May 17, 2023
Jason Mars, Yiping Kang, Roland Daynauth, Baichuan Li, Ashish Mahendra, Krisztian Flautner, Lingjia Tang

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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

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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

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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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