Denny Zhou

Research Scientist, Google DeepMind

Joined

March 2018

Names

Denny Zhou (Preferred)

Dengyong Zhou

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Google DeepMind (google.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

LLMs

Reasoning

scaling

Present

Publications

Larger language models do in-context learning differently
Jerry Wei, Jason Wei, Yi Tay, Dustin Tran, Albert Webson, Yifeng Lu, Xinyun Chen, Hanxiao Liu, Da Huang, Denny Zhou, Tengyu Ma
- Submitted to ICLR 2025
- Readers: Everyone
Simple synthetic data reduces sycophancy in large language models
Jerry Wei, Da Huang, Yifeng Lu, Denny Zhou, Quoc V Le
- Submitted to ICLR 2025
- Readers: Everyone
Universal Self-Consistency for Large Language Models
Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou
- ICML 2024 Workshop ICL Poster
- Readers: Everyone
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Steven Zheng
- NeurIPS 2024 poster
- Readers: Everyone
Chain-of-Thought Reasoning Without Prompting
Xuezhi Wang, Denny Zhou
- NeurIPS 2024 poster
- Readers: Everyone
Best Practices and Lessons Learned on Synthetic Data
Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai
- COLM
- Readers: Everyone
FreshLLMs: Refreshing large language models with search engine augmentation
Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V Le, Thang Luong
- 16 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V Le, Barret Zoph, Jason Wei, Adam Roberts
- 16 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Mixture-of-experts meets instruction tuning: A winning combination for large language models
Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
- 16 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Transformers Can Achieve Length Generalization But Not Robustly
Yongchao Zhou, Uri Alon, Xinyun Chen, Xuezhi Wang, Rishabh Agarwal, Denny Zhou
- ME-FoMo 2024 Poster
- Readers: Everyone

View all 84 publications

Co-Authors

View all 237 co-authors