SOTAVerified

Code Repair

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–39 of 39 papers

TitleStatusHype
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff—0
DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models—0
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models—0
Enhanced Automated Code Vulnerability Repair using Large Language Models—0
Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation—0
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair—0
Poison Attack and Defense on Deep Source Code Processing Models—0
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar—0
Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar—0
Break it - Message it - Fix it : Learning to Repair Python Programs using Error Messages without Labelled Data—0
Jointly Learning to Repair Code and Generate Commit Message—0
Inferring Javascript types using Graph Neural Networks—0
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks—0
Semantic Code Repair using Neuro-Symbolic Transformation Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NSEditAccuracy (medium)13.87—Unverified
2CodeBERTAccuracy (medium)5.2—Unverified