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James Zou

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How is ChatGPT's behavior changing over time?

Jul 18, 2023
Lingjiao Chen, Matei Zaharia, James Zou

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What Should Data Science Education Do with Large Language Models?

Jul 07, 2023
Xinming Tu, James Zou, Weijie J. Su, Linjun Zhang

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OpenDataVal: a Unified Benchmark for Data Valuation

Jun 18, 2023
Kevin Fu Jiang, Weixin Liang, James Zou, Yongchan Kwon

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ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations

Jun 13, 2023
Kailas Vodrahalli, James Zou

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Factorized Contrastive Learning: Going Beyond Multi-view Redundancy

Jun 08, 2023
Paul Pu Liang, Zihao Deng, Martin Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov

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Beyond Confidence: Reliable Models Should Also Consider Atypicality

May 29, 2023
Mert Yuksekgonul, Linjun Zhang, James Zou, Carlos Guestrin

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Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models

May 27, 2023
Yuhui Zhang, Michihiro Yasunaga, Zhengping Zhou, Jeff Z. HaoChen, James Zou, Percy Liang, Serena Yeung

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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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On the nonlinear correlation of ML performance between data subpopulations

May 04, 2023
Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou

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Discover and Cure: Concept-aware Mitigation of Spurious Correlation

May 01, 2023
Shirley Wu, Mert Yuksekgonul, Linjun Zhang, James Zou

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