Synthetic Datasets for Neural Program Synthesis

27 December 2019

Papers citing "Synthetic Datasets for Neural Program Synthesis"

10 / 10 papers shown

Title
Learning Program Behavioral Models from Synthesized Input-Output Pairs Tural Mammadov Dietrich Klakow Alexander Koller Andreas Zeller 45 3 0 11 Jul 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 59 3 0 14 Jun 2024
Neural Program Synthesis with Query Di Huang Rui Zhang Xing Hu Xishan Zhang Pengwei Jin Nan Li Zidong Du Qi Guo Yunji Chen 19 2 0 08 May 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability Kyle Richardson Ashish Sabharwal ReLM LRM 40 24 0 16 Dec 2021
Latent Execution for Neural Program Synthesis Xinyun Chen D. Song Yuandong Tian NAI 29 52 0 29 Jun 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 106 1,386 0 14 Dec 2020
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration Augustus Odena Kensen Shi David Bieber Rishabh Singh Charles Sutton Hanjun Dai 38 56 0 28 Jul 2020
TF-Coder: Program Synthesis for Tensor Manipulations Kensen Shi David Bieber Rishabh Singh 25 41 0 19 Mar 2020
Grammar Filtering For Syntax-Guided Synthesis K. Morton William T. Hallahan Elven Shum R. Piskac Mark Santolucito 36 10 0 07 Feb 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 51 349 0 25 Sep 2019