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James 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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Simple linear attention language models balance the recall-throughput tradeoff

Feb 28, 2024
Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, Dylan Zinsley, James Zou, Atri Rudra, Christopher Ré

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Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content

Feb 21, 2024
Federico Bianchi, James Zou

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Prospector Heads: Generalized Feature Attribution for Large Models & Data

Feb 18, 2024
Gautam Machiraju, Alexander Derry, Arjun Desai, Neel Guha, Amir-Hossein Karimi, James Zou, Russ Altman, Christopher Ré, Parag Mallick

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How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

Feb 08, 2024
Federico Bianchi, Patrick John Chia, Mert Yuksekgonul, Jacopo Tagliabue, Dan Jurafsky, James Zou

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What's documented in AI? Systematic Analysis of 32K AI Model Cards

Feb 07, 2024
Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou

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Selecting Large Language Model to Fine-tune via Rectified Scaling Law

Feb 04, 2024
Haowei Lin, Baizhou Huang, Haotian Ye, Qinyu Chen, Zihao Wang, Sujian Li, Jianzhu Ma, Xiaojun Wan, James Zou, Yitao Liang

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How well do LLMs cite relevant medical references? An evaluation framework and analyses

Feb 03, 2024
Kevin Wu, Eric Wu, Ally Cassasola, Angela Zhang, Kevin Wei, Teresa Nguyen, Sith Riantawan, Patricia Shi Riantawan, Daniel E. Ho, James Zou

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Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution

Jan 29, 2024
Ian Covert, Chanwoo Kim, Su-In Lee, James Zou, Tatsunori Hashimoto

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TrustLLM: Trustworthiness in Large Language Models

Jan 25, 2024
Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, John Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao

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