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Denny Zhou

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Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Feb 20, 2024
Zhiyuan Li, Hong Liu, Denny Zhou, Tengyu Ma

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Chain-of-Thought Reasoning Without Prompting

Feb 15, 2024
Xuezhi Wang, Denny Zhou

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Transformers Can Achieve Length Generalization But Not Robustly

Feb 14, 2024
Yongchao Zhou, Uri Alon, Xinyun Chen, Xuezhi Wang, Rishabh Agarwal, Denny Zhou

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Premise Order Matters in Reasoning with Large Language Models

Feb 14, 2024
Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny Zhou

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Self-Discover: Large Language Models Self-Compose Reasoning Structures

Feb 06, 2024
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng

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Universal Self-Consistency for Large Language Model Generation

Nov 29, 2023
Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou

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Instruction-Following Evaluation for Large Language Models

Nov 14, 2023
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Siddhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou, Le Hou

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Large Language Models can Learn Rules

Oct 10, 2023
Zhaocheng Zhu, Yuan Xue, Xinyun Chen, Denny Zhou, Jian Tang, Dale Schuurmans, Hanjun Dai

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Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models

Oct 09, 2023
Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V Le, Denny Zhou

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Large Language Models as Analogical Reasoners

Oct 07, 2023
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou

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