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Lingjiao Chen

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Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

Mar 11, 2024
Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel A. McFarland, James Y. Zou

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Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Mar 04, 2024
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Ion Stoica, Matei Zaharia, James Zou

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Data Acquisition: A New Frontier in Data-centric AI

Nov 22, 2023
Lingjiao Chen, Bilge Acun, Newsha Ardalani, Yifan Sun, Feiyang Kang, Hanrui Lyu, Yongchan Kwon, Ruoxi Jia, Carole-Jean Wu, Matei Zaharia, James Zou

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How is ChatGPT's behavior changing over time?

Aug 01, 2023
Lingjiao Chen, Matei Zaharia, James Zou

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FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

May 09, 2023
Lingjiao Chen, Matei Zaharia, James Zou

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SEAL : Interactive Tool for Systematic Error Analysis and Labeling

Oct 11, 2022
Nazneen Rajani, Weixin Liang, Lingjiao Chen, Meg Mitchell, James Zou

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HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions

Sep 18, 2022
Lingjiao Chen, Zhihua Jin, Sabri Eyuboglu, Christopher Ré, Matei Zaharia, James Zou

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Estimating and Explaining Model Performance When Both Covariates and Labels Shift

Sep 18, 2022
Lingjiao Chen, Matei Zaharia, James Zou

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Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients

Oct 09, 2021
Lingjiao Chen, Leshang Chen, Hongyi Wang, Susan Davidson, Edgar Dobriban

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