Paster, Keiran

20 publications

ICLR 2024 Llemma: An Open Language Model for Mathematics Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen Marcus McAleer, Albert Q. Jiang, Jia Deng, Stella Biderman, Sean Welleck

ICLR 2024 OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text Keiran Paster, Marco Dos Santos, Zhangir Azerbayev, Jimmy Ba

NeurIPSW 2024 Report Cards: Qualitative Evaluation of LLMs Using Natural Language Summaries Blair Yang, Fuyang Cui, Keiran Paster, Jimmy Ba, Pashootan Vaezipoor, Silviu Pitis, Michael R. Zhang

ICMLW 2023 A Generative Model for Text Control in Minecraft Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila A. McIlraith

ICMLW 2023 A Generative Model for Text Control in Minecraft (Abridged Version) Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila A. McIlraith

ICLR 2023 Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba

NeurIPSW 2023 Llemma: An Open Language Model for Mathematics Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen McAleer, Albert Jiang, Jia Deng, Stella Biderman, Sean Welleck

NeurIPSW 2023 OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text Keiran Paster, Marco Dos Santos, Zhangir Azerbayev, Jimmy Ba

NeurIPS 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila McIlraith

NeurIPSW 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila A. McIlraith

NeurIPSW 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft (Abridged Version) Shalev Lifshitz, Keiran Paster, Harris Chan, Jimmy Ba, Sheila McIlraith

NeurIPSW 2022 Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba

NeurIPSW 2022 Return Augmentation Gives Supervised RL Temporal Compositionality Keiran Paster, Silviu Pitis, Sheila A. McIlraith, Jimmy Ba

NeurIPSW 2022 Return Augmentation Gives Supervised RL Temporal Compositionality Keiran Paster, Silviu Pitis, Sheila A. McIlraith, Jimmy Ba

NeurIPSW 2022 Steering Large Language Models Using APE Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba

ICMLW 2022 You Can’t Count on Luck: Why Decision Transformers Fail in Stochastic Environments Keiran Paster, Sheila A. McIlraith, Jimmy Ba

NeurIPS 2022 You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments Keiran Paster, Sheila McIlraith, Jimmy Ba

NeurIPSW 2021 BLAST: Latent Dynamics Models from Bootstrapping Keiran Paster, Lev E McKinney, Sheila A. McIlraith, Jimmy Ba

NeurIPS 2021 Learning Domain Invariant Representations in Goal-Conditioned Block MDPs Beining Han, Chongyi Zheng, Harris Chan, Keiran Paster, Michael Zhang, Jimmy Ba

ICLR 2021 Planning from Pixels Using Inverse Dynamics Models Keiran Paster, Sheila A. McIlraith, Jimmy Ba