Nye, Maxwell

9 publications

NeurIPS 2022 Communicating Natural Programs to Humans and Machines Sam Acquaviva, Yewen Pu, Marta Kryven, Theodoros Sechopoulos, Catherine Wong, Gabrielle Ecanow, Maxwell Nye, Michael Tessler, Josh Tenenbaum

ICLRW 2022 Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari, Henryk Michalewski, Jacob Austin, David Bieber, David Dohan, Aitor Lewkowycz, Maarten Bosma, David Luan, Charles Sutton, Augustus Odena

ICML 2021 A Large-Scale Benchmark for Few-Shot Program Induction and Synthesis Ferran Alet, Javier Lopez-Contreras, James Koppel, Maxwell Nye, Armando Solar-Lezama, Tomas Lozano-Perez, Leslie Kaelbling, Joshua Tenenbaum

NeurIPS 2021 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye, Michael Tessler, Josh Tenenbaum, Brenden M Lake

ICLR 2021 Representing Partial Programs with Blended Abstract Semantics Maxwell Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama

NeurIPS 2020 Learning Compositional Rules via Neural Program Synthesis Maxwell Nye, Armando Solar-Lezama, Josh Tenenbaum, Brenden M Lake

NeurIPSW 2020 Representing Partial Programs with Blended Abstract Semantics Maxwell Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama

ICML 2019 Learning to Infer Program Sketches Maxwell Nye, Luke Hewitt, Joshua Tenenbaum, Armando Solar-Lezama

NeurIPS 2019 Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis, Maxwell Nye, Yewen Pu, Felix Sosa, Josh Tenenbaum, Armando Solar-Lezama