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Articles by Maxwell Nye

Language Modeling with Latent Situations
20 December 2022 by Belinda Li and others
Computation and Language
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
15 December 2021 by Maxwell Nye and others
Artificial Intelligence, Computation and Language
Communicating Natural Programs to Humans and Machines
2 December 2021 by Samuel Acquaviva and others
Artificial Intelligence
Show Your Work: Scratchpads for Intermediate Computation with Language Models
30 November 2021 by Maxwell Nye and others
Machine Learning, Neural and Evolutionary Computing
Program Synthesis with Large Language Models
16 August 2021 by Jacob Austin and others
Programming Languages, Machine Learning
Implicit Representations of Meaning in Neural Language Models
1 June 2021 by Belinda Li and others at LogoMIT
Computation and Language
Representing Partial Programs with Blended Abstract Semantics
19 April 2021 by Maxwell Nye and others
Programming Languages, Artificial Intelligence
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
15 June 2020 by Kevin Ellis and others
Artificial Intelligence, Machine Learning
Write, Execute, Assess: Program Synthesis with a REPL
9 June 2019 by Kevin Ellis and others
Programming Languages, Artificial Intelligence
Learning to Infer Program Sketches
4 June 2019 by Maxwell Nye and others
Artificial Intelligence, Machine Learning
Are Efficient Deep Representations Learnable?
17 July 2018 by Maxwell Nye and Andrew Saxe
Machine Learning, Neural and Evolutionary Computing