Maxwell Nye

1. Program Synthesis with Large Language Models
   2021/08/16 by Jacob Austin, Austin, Jacob, Augustus Odena +21 · 1 voice · 622 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
2. DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
   2020/06/15 by Kevin Ellis, Catherine Wong, Ellis, Kevin +16 · 7 voices · 21 citations
   Computer Science · #AI-based Problem Solving and Planning #Computability, Logic, AI Algorithms #Explainable Artificial Intelligence (XAI) #cs.AI #cs.LG
3. Show Your Work: Scratchpads for Intermediate Computation with Language Models
   2021/11/30 by Maxwell Nye, Anders Andreassen, Nye, Maxwell +22 · 86 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
4. Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
   2021/07/06 by Maxwell Nye, Nye, Maxwell, Michael Tessler +5 · 5 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications #Topic Modeling
5. Write, Execute, Assess: Program Synthesis with a REPL
   2019/06/09 by Kevin Ellis, Ellis, Kevin, Maxwell Nye +9 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering (cs.SE) #Software Engineering Research