Studying and Understanding the Effectiveness and Failures of Conversational LLM-Based Repair
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Chen, Aolin, Wu, Haojun, Xin, Qi, Reiss, Steven P., Xuan, Jifeng |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Towards Practical and Useful Automated Program Repair for Debugging
par: Xin, Qi, et autres
Publié: (2024)
par: Xin, Qi, et autres
Publié: (2024)
SiblingRepair: Sibling-Based Multi-Hunk Repair with Large Language Models
par: Liu, Xinyu, et autres
Publié: (2026)
par: Liu, Xinyu, et autres
Publié: (2026)
ContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs
par: Kong, Jiaolong, et autres
Publié: (2024)
par: Kong, Jiaolong, et autres
Publié: (2024)
CREF: An LLM-based Conversational Software Repair Framework for Programming Tutors
par: Yang, Boyang, et autres
Publié: (2024)
par: Yang, Boyang, et autres
Publié: (2024)
DebugRepair: Enhancing LLM-Based Automated Program Repair via Self-Directed Debugging
par: Wu, Linhao, et autres
Publié: (2026)
par: Wu, Linhao, et autres
Publié: (2026)
LLM Based Web Accessibility Repair: An Empirical Study of Detection, Remediation, and Cost
par: Oyelayo, Oluwatoyosi, et autres
Publié: (2026)
par: Oyelayo, Oluwatoyosi, et autres
Publié: (2026)
FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements
par: Xie, Xiaoyuan, et autres
Publié: (2023)
par: Xie, Xiaoyuan, et autres
Publié: (2023)
The Fact Selection Problem in LLM-Based Program Repair
par: Parasaram, Nikhil, et autres
Publié: (2024)
par: Parasaram, Nikhil, et autres
Publié: (2024)
LLM-Based Repair of C++ Implicit Data Loss Compiler Warnings: An Industrial Case Study
par: You, Chansong, et autres
Publié: (2026)
par: You, Chansong, et autres
Publié: (2026)
Input Reduction Enhanced LLM-based Program Repair
par: Yang, Boyang, et autres
Publié: (2025)
par: Yang, Boyang, et autres
Publié: (2025)
Repairing Responsive Layout Failures Using Retrieval Augmented Generation
par: Zerin, Tasmia, et autres
Publié: (2025)
par: Zerin, Tasmia, et autres
Publié: (2025)
On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories
par: Aïdasso, Henri, et autres
Publié: (2025)
par: Aïdasso, Henri, et autres
Publié: (2025)
Personalizing LLM-Based Conversational Programming Assistants
par: Richards, Jonan
Publié: (2026)
par: Richards, Jonan
Publié: (2026)
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
par: Bouzenia, Islem, et autres
Publié: (2024)
par: Bouzenia, Islem, et autres
Publié: (2024)
Automated Repair of Ambiguous Problem Descriptions for LLM-Based Code Generation
par: Jia, Haoxiang, et autres
Publié: (2025)
par: Jia, Haoxiang, et autres
Publié: (2025)
YATE: The Role of Test Repair in LLM-Based Unit Test Generation
par: Konstantinou, Michael, et autres
Publié: (2025)
par: Konstantinou, Michael, et autres
Publié: (2025)
Articulate but Wrong: Self-Review Failures in LLM-Based Code Modernization
par: Reddy, Gokul Chandra Purnachandra, et autres
Publié: (2026)
par: Reddy, Gokul Chandra Purnachandra, et autres
Publié: (2026)
SGAgent: Suggestion-Guided LLM-Based Multi-Agent Framework for Repository-Level Software Repair
par: Zhang, Quanjun, et autres
Publié: (2026)
par: Zhang, Quanjun, et autres
Publié: (2026)
When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair
par: Luo, Wenqiang, et autres
Publié: (2024)
par: Luo, Wenqiang, et autres
Publié: (2024)
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning
par: Xia, Chunqiu Steven, et autres
Publié: (2022)
par: Xia, Chunqiu Steven, et autres
Publié: (2022)
HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair
par: Rabbi, Fazle, et autres
Publié: (2026)
par: Rabbi, Fazle, et autres
Publié: (2026)
Multi-LLM Collaboration + Data-Centric Innovation = 2x Better Vulnerability Repair
par: Zhou, Xin, et autres
Publié: (2024)
par: Zhou, Xin, et autres
Publié: (2024)
On The Effectiveness of Dynamic Reduction Techniques in Automated Program Repair
par: Al-Bataineh, Omar I.
Publié: (2024)
par: Al-Bataineh, Omar I.
Publié: (2024)
Computing Floating-Point Errors by Injecting Perturbations
par: Tan, Youshuai, et autres
Publié: (2025)
par: Tan, Youshuai, et autres
Publié: (2025)
DELA: A Novel Approach for Detecting Errors Induced by Large Atomic Condition Numbers
par: Tan, Youshuai, et autres
Publié: (2024)
par: Tan, Youshuai, et autres
Publié: (2024)
Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation
par: Sarker, Laboni, et autres
Publié: (2024)
par: Sarker, Laboni, et autres
Publié: (2024)
Beyond Translation Accuracy: Addressing False Failures in LLM-Based Code Translation
par: Rabbi, Fazle, et autres
Publié: (2026)
par: Rabbi, Fazle, et autres
Publié: (2026)
On the Effectiveness of Training Data Optimization for LLM-based Code Generation: An Empirical Study
par: Kuang, Shiqi, et autres
Publié: (2025)
par: Kuang, Shiqi, et autres
Publié: (2025)
FailureMem: A Failure-Aware Multimodal Framework for Autonomous Software Repair
par: Ma, Ruize, et autres
Publié: (2026)
par: Ma, Ruize, et autres
Publié: (2026)
Repair Ingredients Are All You Need: Improving Large Language Model-Based Program Repair via Repair Ingredients Search
par: Zhang, Jiayi, et autres
Publié: (2025)
par: Zhang, Jiayi, et autres
Publié: (2025)
LLM-Based Repair of Static Nullability Errors
par: Karimipour, Nima, et autres
Publié: (2025)
par: Karimipour, Nima, et autres
Publié: (2025)
Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing
par: Xue, Pengyu, et autres
Publié: (2024)
par: Xue, Pengyu, et autres
Publié: (2024)
ThinkRepair: Self-Directed Automated Program Repair
par: Yin, Xin, et autres
Publié: (2024)
par: Yin, Xin, et autres
Publié: (2024)
EvoRepair: Enhancing Vulnerability Repair Agents Through Experience-Based Self-Evolution
par: Hu, Haichuan, et autres
Publié: (2026)
par: Hu, Haichuan, et autres
Publié: (2026)
Detect Repair Verify for Securing LLM Generated Code: A Multi-Language Empirical Study
par: Cheng, Cheng
Publié: (2026)
par: Cheng, Cheng
Publié: (2026)
LogSage: An LLM-Based Framework for CI/CD Failure Detection and Remediation with Industrial Validation
par: Xu, Weiyuan, et autres
Publié: (2025)
par: Xu, Weiyuan, et autres
Publié: (2025)
A Case Study of LLM for Automated Vulnerability Repair: Assessing Impact of Reasoning and Patch Validation Feedback
par: Kulsum, Ummay, et autres
Publié: (2024)
par: Kulsum, Ummay, et autres
Publié: (2024)
Detect--Repair--Verify for LLM-Generated Code: A Multi-Language, Multi-Granularity Empirical Study
par: Cheng, Cheng
Publié: (2026)
par: Cheng, Cheng
Publié: (2026)
Failure-Aware Enhancements for Large Language Model (LLM) Code Generation: An Empirical Study on Decision Framework
par: Shen, Jianru, et autres
Publié: (2026)
par: Shen, Jianru, et autres
Publié: (2026)
Boosting Automatic Java-to-Cangjie Translation with Multi-Stage LLM Training and Error Repair
par: Liang, Xinyue, et autres
Publié: (2026)
par: Liang, Xinyue, et autres
Publié: (2026)
Documents similaires
-
Towards Practical and Useful Automated Program Repair for Debugging
par: Xin, Qi, et autres
Publié: (2024) -
SiblingRepair: Sibling-Based Multi-Hunk Repair with Large Language Models
par: Liu, Xinyu, et autres
Publié: (2026) -
ContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs
par: Kong, Jiaolong, et autres
Publié: (2024) -
CREF: An LLM-based Conversational Software Repair Framework for Programming Tutors
par: Yang, Boyang, et autres
Publié: (2024) -
DebugRepair: Enhancing LLM-Based Automated Program Repair via Self-Directed Debugging
par: Wu, Linhao, et autres
Publié: (2026)