| Agentless: Demystifying LLM-based Software Engineering Agents | Jul 1, 2024 | Program Repair | CodeCode Available | 7 | 5 |
| AutoCodeRover: Autonomous Program Improvement | Apr 8, 2024 | Bug fixingCode Search | CodeCode Available | 7 | 5 |
| HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale | Sep 9, 2024 | Code GenerationFault localization | CodeCode Available | 3 | 5 |
| RepairAgent: An Autonomous, LLM-Based Agent for Program Repair | Mar 25, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 | 5 |
| From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging | Oct 2, 2024 | Auto DebuggingBug fixing | CodeCode Available | 2 | 5 |
| A Syntax-Guided Edit Decoder for Neural Program Repair | Jun 15, 2021 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| RepairBench: Leaderboard of Frontier Models for Program Repair | Sep 27, 2024 | Program Repair | CodeCode Available | 1 | 5 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 | 5 |
| Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program Repair | Dec 5, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 | 5 |
| o3-mini vs DeepSeek-R1: Which One is Safer? | Jan 30, 2025 | Code GenerationProgram Repair | CodeCode Available | 1 | 5 |
| CURE: Code-Aware Neural Machine Translation for Automatic Program Repair | Feb 26, 2021 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| Break-It-Fix-It: Unsupervised Learning for Program Repair | Jun 11, 2021 | C++ codeCode Repair | CodeCode Available | 1 | 5 |
| CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair | Jul 18, 2020 | Ensemble LearningMachine Translation | CodeCode Available | 1 | 5 |
| SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning | Jun 3, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| How Effective Are Neural Networks for Fixing Security Vulnerabilities | May 29, 2023 | Code CompletionProgram Repair | CodeCode Available | 1 | 5 |
| xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval | Mar 6, 2023 | Program RepairProgram Synthesis | CodeCode Available | 1 | 5 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair | Dec 25, 2023 | HumanEvalparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Enhancing Genetic Improvement Mutations Using Large Language Models | Oct 18, 2023 | Program Repair | CodeCode Available | 1 | 5 |
| Neural Program Repair by Jointly Learning to Localize and Repair | Apr 3, 2019 | Program RepairVariable misuse | CodeCode Available | 1 | 5 |
| KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair | Feb 3, 2023 | DecoderProgram Repair | CodeCode Available | 1 | 5 |
| Planning-Driven Programming: A Large Language Model Programming Workflow | Nov 21, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| CoSIL: Software Issue Localization via LLM-Driven Code Repository Graph Searching | Mar 28, 2025 | Program Repair | CodeCode Available | 1 | 5 |
| Aligning the Objective of LLM-based Program Repair | Apr 13, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 | 5 |
| Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair | Sep 1, 2023 | Code GenerationProgram Repair | CodeCode Available | 1 | 5 |
| TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer | Jul 18, 2021 | Code GenerationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 | 5 |
| Arachne: Search Based Repair of Deep Neural Networks | Dec 28, 2019 | FairnessGender Classification | CodeCode Available | 0 | 5 |
| Robot Action Selection Learning via Layered Dimension Informed Program Synthesis | Aug 10, 2020 | Autonomous DrivingProgram Repair | CodeCode Available | 0 | 5 |
| SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair | Dec 24, 2018 | Program Repair | CodeCode Available | 0 | 5 |
| Can GPT-O1 Kill All Bugs? An Evaluation of GPT-Family LLMs on QuixBugs | Sep 16, 2024 | AllProgram Repair | CodeCode Available | 0 | 5 |
| Assessing the Effectiveness of Syntactic Structure to Learn Code Edit Representations | Jun 11, 2021 | Machine TranslationProgram Repair | CodeCode Available | 0 | 5 |
| Breaking the Silence: the Threats of Using LLMs in Software Engineering | Dec 13, 2023 | Code CompletionCode Summarization | CodeCode Available | 0 | 5 |
| RePair: Automated Program Repair with Process-based Feedback | Aug 21, 2024 | Program Repair | CodeCode Available | 0 | 5 |
| A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models | Jan 15, 2024 | HumanEvalLanguage Modelling | CodeCode Available | 0 | 5 |
| Teaching Large Language Models to Self-Debug | Apr 11, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 0 | 5 |
| Out of Context: How important is Local Context in Neural Program Repair? | Dec 8, 2023 | Program Repair | CodeCode Available | 0 | 5 |
| Dynamic Neural Program Embedding for Program Repair | Nov 20, 2017 | Fault localizationProgram Repair | CodeCode Available | 0 | 5 |
| Patching as Translation: the Data and the Metaphor | Aug 24, 2020 | General KnowledgeProgram Repair | CodeCode Available | 0 | 5 |
| Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning | Jan 3, 2023 | Language ModellingProgram Repair | CodeCode Available | 0 | 5 |
| InvAASTCluster: On Applying Invariant-Based Program Clustering to Introductory Programming Assignments | Jun 28, 2022 | ClusteringProgram Repair | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Programming Language Correction | Jan 31, 2018 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 | 5 |
| DeepFix: Fixing Common C Language Errors by Deep Learning | Feb 4, 2017 | Deep LearningProgram Repair | CodeCode Available | 0 | 5 |
| Less is More: Adaptive Program Repair with Bug Localization and Preference Learning | Mar 9, 2025 | Bug fixingProgram Repair | CodeCode Available | 0 | 5 |
| Benchmarking Educational Program Repair | May 8, 2024 | BenchmarkingProgram Repair | CodeCode Available | 0 | 5 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 | 5 |
| Graph Neural Networks For Mapping Variables Between Programs -- Extended Version | Jul 24, 2023 | Clone DetectionProgram Repair | CodeCode Available | 0 | 5 |
| C-Pack of IPAs: A C90 Program Benchmark of Introductory Programming Assignments | Jun 17, 2022 | Program Repair | CodeCode Available | 0 | 5 |
| Human-In-The-Loop Automatic Program Repair | Dec 16, 2019 | Program Repair | CodeCode Available | 0 | 5 |
| Exploring Plausible Patches Using Source Code Embeddings in JavaScript | Mar 31, 2021 | Program Repair | CodeCode Available | 0 | 5 |
