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Joseph E. Gonzalez

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GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

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Apr 10, 2024
Shishir G. Patil, Tianjun Zhang, Vivian Fang, Noppapon C., Roy Huang, Aaron Hao, Martin Casado, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica

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ALOHa: A New Measure for Hallucination in Captioning Models

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Apr 03, 2024
Suzanne Petryk, David M. Chan, Anish Kachinthaya, Haodi Zou, John Canny, Joseph E. Gonzalez, Trevor Darrell

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RAFT: Adapting Language Model to Domain Specific RAG

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Mar 15, 2024
Tianjun Zhang, Shishir G. Patil, Naman Jain, Sheng Shen, Matei Zaharia, Ion Stoica, Joseph E. Gonzalez

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Optimizing LLM Queries in Relational Workloads

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Mar 09, 2024
Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia

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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

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Mar 07, 2024
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael Jordan, Joseph E. Gonzalez, Ion Stoica

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Fairness in Serving Large Language Models

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Dec 31, 2023
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica

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See, Say, and Segment: Teaching LMMs to Overcome False Premises

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Dec 13, 2023
Tsung-Han Wu, Giscard Biamby, David Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell

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Efficiently Programming Large Language Models using SGLang

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Dec 12, 2023
Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Jeff Huang, Chuyue Sun, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark Barrett, Ying Sheng

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Describing Differences in Image Sets with Natural Language

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Dec 05, 2023
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy

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Self-correcting LLM-controlled Diffusion Models

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Nov 27, 2023
Tsung-Han Wu, Long Lian, Joseph E. Gonzalez, Boyi Li, Trevor Darrell

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