Yongchao Zhou

1. Large Language Models Are Human-Level Prompt Engineers
   2022/11/03 by Yongchao Zhou, Zhou, Yongchao, Andrei Ioan Muresanu +11 · 3 voices · 125 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.LG
2. On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
   2023/06/23 by Rishabh Agarwal, Nino Vieillard, Agarwal, Rishabh +12 · 2 voices · 69 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
3. Identifying the Risks of LM Agents with an LM-Emulated Sandbox
   2023/09/25 by Yangjun Ruan, Ruan, Yangjun, Honghua Dong +15 · 62 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
4. DistillSpec: Improving Speculative Decoding via Knowledge Distillation
   2023/10/12 by Yongchao Zhou, Kaifeng Lyu, Zhou, Yongchao +13 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. Transformers Can Achieve Length Generalization But Not Robustly
   2024/02/14 by Yongchao Zhou, Uri Alon, Zhou, Yongchao +9 · 15 citations
   Computer Science · #Neural Networks and Applications
6. Training on Thin Air: Improve Image Classification with Generated Data
   2023/05/24 by Yongchao Zhou, Zhou, Yongchao, Hshmat Sahak +3 · 4 citations
   Computer Science · #AI in cancer detection #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)