Static Prediction of Runtime Errors by Learning to Execute Programs with
External Resource Descriptions

Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions

7 March 2022

Hugo Larochelle

Papers citing "Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions"

9 / 9 papers shown

Title
REDO: Execution-Free Runtime Error Detection for COding Agents Shou Li Andrey Kan Laurent Callot Bhavana Bhasker Muhammad Shihab Rashid Timothy B Esler LRM 31 0 0 10 Oct 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 26 34 0 23 Apr 2024
Code Representation Learning At Scale Dejiao Zhang W. Ahmad Ming Tan Hantian Ding Ramesh Nallapati Dan Roth Xiaofei Ma Bing Xiang OffRL 10 8 0 02 Feb 2024
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation Matthias Lindemann Alexander Koller Ivan Titov AI4CE 11 1 0 01 Oct 2023
Exploiting Code Symmetries for Learning Program Semantics Kexin Pei Weichen Li Qirui Jin Shuyang Liu Scott Geng Lorenzo Cavallaro Junfeng Yang Suman Jana 31 4 0 07 Aug 2023
COMEX: A Tool for Generating Customized Source Code Representations Debeshee Das N. Mathews Alex Mathai Srikanth G. Tamilselvam Kranthi Sedamaki S. Chimalakonda Atul Kumar VLM 13 5 0 10 Jul 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 21 13 0 05 Feb 2023
A Library for Representing Python Programs as Graphs for Machine Learning David Bieber Kensen Shi Petros Maniatis Charles Sutton Vincent J. Hellendoorn Daniel D. Johnson Daniel Tarlow GNN AI4CE 13 5 0 15 Aug 2022
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 623 0 20 May 2021