Keiran Paster
- Llemma: An Open Language Model For Mathematics
2023/10/16 by Zhangir Azerbayev, Azerbayev, Zhangir, Hailey Schoelkopf +15 · 2 voices · 40 citations
#cs.CL #cs.AI #cs.LO
- 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
- OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
2023/10/10 by Keiran Paster, Paster, Keiran, Marco Dos Santos +5 · 3 voices · 21 citations
Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- STEVE-1: A Generative Model for Text-to-Behavior in Minecraft
2023/06/01 by Shalev Lifshitz, Keiran Paster, Lifshitz, Shalev +7 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
2022/05/31 by Keiran Paster, Paster, Keiran, Sheila A. McIlraith +3 · 4 citations
Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Sports Analytics and Performance
- Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries
2024/09/01 by Blair Yang, Fuyang Cui, Yang, Blair +11 · 2 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 #Topic Modeling