Synthesize, Execute and Debug: Learning to Repair for Neural Program
Synthesis

Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis

16 July 2020

Peter Ebert Christensen

Papers citing "Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis"

14 / 14 papers shown

Title
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models Anastasiia Grishina Vadim Liventsev Aki Härmä Leon Moonen ELM 135 0 0 10 Mar 2025
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search Max Liu Chan-Hung Yu Wei-Hsu Lee Cheng-Wei Hung Yen-Chun Chen Shao-Hua Sun 83 5 0 26 May 2024
Synthetic Datasets for Neural Program Synthesis Richard Shin Neel Kant Kavi Gupta Christopher M. Bender Brandon Trabucco Rishabh Singh D. Song NAI 84 45 0 27 Dec 2019
Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis Maxwell Nye Yewen Pu Felix Sosa J. Tenenbaum Armando Solar-Lezama 77 166 0 09 Jun 2019
Neural Program Repair by Jointly Learning to Localize and Repair Marko Vasic Aditya Kanade Petros Maniatis David Bieber Rishabh Singh 60 131 0 03 Apr 2019
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 71 78 0 12 Sep 2018
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis Rudy Bunel Matthew J. Hausknecht Jacob Devlin Rishabh Singh Pushmeet Kohli NAI 96 220 0 11 May 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples Ashwin J. Vijayakumar Abhishek Mohta Oleksandr Polozov Dhruv Batra Prateek Jain Sumit Gulwani NAI 97 164 0 03 Apr 2018
Dynamic Neural Program Embedding for Program Repair Ke Wang Rishabh Singh Z. Su NAI 59 136 0 20 Nov 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 64 72 0 11 Oct 2017
Learning to Infer Graphics Programs from Hand-Drawn Images Kevin Ellis Daniel E. Ritchie Armando Solar-Lezama J. Tenenbaum NAI 76 227 0 30 Jul 2017
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 75 391 0 21 Mar 2017
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 83 573 0 07 Nov 2016
Neuro-Symbolic Program Synthesis Emilio Parisotto Abdel-rahman Mohamed Rishabh Singh Lihong Li Dengyong Zhou Pushmeet Kohli NAI 108 322 0 06 Nov 2016

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