Cover Image

Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jun, Yan, Jiwei, Xie, Yuanyuan, Yan, Jun, Zhang, Jian
Format:	Preprint
Published:	2024
Subjects:	Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Write Your Own CodeChecker: An Automated Test-Driven Checker Development Approach with LLMs
by: Liu, Jun, et al.
Published: (2024)

Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization
by: Yan, Jiwei, et al.
Published: (2024)

FuncDroid: Towards Inter-Functional Flows for Comprehensive Mobile App GUI Testing
by: He, Jinlong, et al.
Published: (2026)

Co-Evolution of Types and Dependencies: Towards Repository-Level Type Inference for Python Code
by: Sun, Shuo, et al.
Published: (2025)

PredicateFix: Repairing Static Analysis Alerts with Bridging Predicates
by: Xiao, Yuan-An, et al.
Published: (2025)

ContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs
by: Kong, Jiaolong, et al.
Published: (2024)

Exception-aware Lifecycle Model Construction for Framework APIs
by: Yan, Jiwei, et al.
Published: (2024)

Repair-R1: Better Test Before Repair
by: Hu, Haichuan, et al.
Published: (2025)

MuMuTestUp: Mutation-based Multi-Agent Test Case Update
by: Tian, Dawei, et al.
Published: (2026)

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing
by: Huang, Kai, et al.
Published: (2025)

Automated Test Case Repair Using Language Models
by: Yaraghi, Ahmadreza Saboor, et al.
Published: (2024)

YATE: The Role of Test Repair in LLM-Based Unit Test Generation
by: Konstantinou, Michael, et al.
Published: (2025)

When Automated Program Repair Meets Regression Testing -- An Extensive Study on 2 Million Patches
by: Lou, Yiling, et al.
Published: (2021)

Automatic Build Repair for Test Cases using Incompatible Java Versions
by: Mak, Ching Hang, et al.
Published: (2024)

FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair
by: Fatima, Sakina, et al.
Published: (2023)

Temac: Multi-Agent Collaboration for Automated Web GUI Testing
by: Liu, Chenxu, et al.
Published: (2025)

Testing Autonomous Driving Systems -- What Really Matters and What Doesn't
by: Li, Changwen, et al.
Published: (2025)

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing
by: Xue, Pengyu, et al.
Published: (2024)

HACMony: Automatically Detecting Hopping-related Audio-stream Conflict Issues on HarmonyOS
by: He, Jinlong, et al.
Published: (2025)

A Comprehensive Study on Static Application Security Testing (SAST) Tools for Android
by: Zhu, Jingyun, et al.
Published: (2024)

Subgraph-Oriented Testing for Deep Learning Libraries
by: Xie, Xiaoyuan, et al.
Published: (2024)

DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information
by: Huang, Zhili, et al.
Published: (2025)

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation
by: Sun, Yang, et al.
Published: (2025)

A Test Suite for Efficient Robustness Evaluation of Face Recognition Systems
by: Zhang, Ruihan, et al.
Published: (2025)

An Iterative Test-and-Repair Framework for Competitive Code Generation
by: Tang, Lingxiao, et al.
Published: (2026)

SATORI: Static Test Oracle Generation for REST APIs
by: Alonso, Juan C., et al.
Published: (2025)

StaAgent: An Agentic Framework for Testing Static Analyzers
by: Nnorom, Elijah, et al.
Published: (2025)

Rigorous Simulation-based Testing for Autonomous Driving Systems -- Targeting the Achilles' Heel of Four Open Autopilots
by: Li, Changwen, et al.
Published: (2024)

Generalizing Test Cases for Comprehensive Test Scenario Coverage
by: Qi, Binhang, et al.
Published: (2026)

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration
by: Gu, Siqi, et al.
Published: (2024)

Test code generation at Ericsson using Program Analysis Augmented Fine Tuned LLMs
by: Krishna, Sai, et al.
Published: (2025)

Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We?
by: Li, Kaixuan, et al.
Published: (2024)

VP-AutoTest: A Virtual-Physical Fusion Autonomous Driving Testing Platform
by: Cui, Yiming, et al.
Published: (2025)

Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis
by: Dolcetti, Greta, et al.
Published: (2024)

Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts
by: Zhang, Jingyu, et al.
Published: (2026)

Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing
by: Le-Cong, Thanh, et al.
Published: (2024)

Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study
by: Arora, Chetan, et al.
Published: (2024)

UTFix: Change Aware Unit Test Repairing using LLM
by: Rahman, Shanto, et al.
Published: (2025)

Dynamic Test Case Prioritization in Industrial Test Result Datasets
by: Torbunova, Alina, et al.
Published: (2024)

A Generic Approach to Fix Test Flakiness in Real-World Projects
by: Chen, Yang, et al.
Published: (2024)