SOTAVerified

Code Repair

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–39 of 39 papers

TitleStatusHype
How Accurately Do Large Language Models Understand Code?—0
Inferring Javascript types using Graph Neural Networks—0
Break it - Message it - Fix it : Learning to Repair Python Programs using Error Messages without Labelled Data—0
Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval—0
Jointly Learning to Repair Code and Generate Commit Message—0
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair—0
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks—0
LLM-Aided Efficient Hardware Design Automation—0
AuPair: Golden Example Pairs for Code Repair—0
SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair—0
Poison Attack and Defense on Deep Source Code Processing Models—0
RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts—0
Semantic Code Repair using Neuro-Symbolic Transformation Networks—0
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models—0
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Benchmark Results

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