Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Siyuan, Liu, Huiwu, Chen, Xiaolong, Xie, Yuming, Zhang, Liang, Han, Tao, Chen, Hechang, Chang, Yi, Wang, Jun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Concolic Testing of JavaScript using Sparkplug
by: Li, Zhe, et al.
Published: (2024)
by: Li, Zhe, et al.
Published: (2024)
Mutation-Based Deep Learning Framework Testing Method in JavaScript Environment
by: Zou, Yinglong, et al.
Published: (2024)
by: Zou, Yinglong, et al.
Published: (2024)
Quantum Approximate Optimization Algorithm for Test Case Optimization
by: Wang, Xinyi, et al.
Published: (2023)
by: Wang, Xinyi, et al.
Published: (2023)
Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models
by: Xiao, Yisong, et al.
Published: (2025)
by: Xiao, Yisong, et al.
Published: (2025)
TESTEVAL: Benchmarking Large Language Models for Test Case Generation
by: Wang, Wenhan, et al.
Published: (2024)
by: Wang, Wenhan, et al.
Published: (2024)
TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models
by: Zhang, Quanjun, et al.
Published: (2024)
by: Zhang, Quanjun, et al.
Published: (2024)
Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models
by: Chen, Siyuan, et al.
Published: (2025)
by: Chen, Siyuan, et al.
Published: (2025)
GeoJSEval: An Automated Evaluation Framework for Large Language Models on JavaScript-Based Geospatial Computation and Visualization Code Generation
by: Chen, Guanyu, et al.
Published: (2025)
by: Chen, Guanyu, et al.
Published: (2025)
Test Script Intention Generation for Mobile Application via GUI Image and Code Understanding
by: Yu, Shengcheng, et al.
Published: (2021)
by: Yu, Shengcheng, et al.
Published: (2021)
Large Language Models for Software Testing Education: an Experience Report
by: Yang, Peng, et al.
Published: (2026)
by: Yang, Peng, et al.
Published: (2026)
Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker
by: Liu, Jun, et al.
Published: (2024)
by: Liu, Jun, et al.
Published: (2024)
On the Evaluation of Large Language Models in Unit Test Generation
by: Yang, Lin, et al.
Published: (2024)
by: Yang, Lin, et al.
Published: (2024)
Large Language Models for Unit Testing: A Systematic Literature Review
by: Zhang, Quanjun, et al.
Published: (2025)
by: Zhang, Quanjun, et al.
Published: (2025)
An Empirical Study of Sustainability in Prompt-driven Test Script Generation Using Small Language Models
by: Kumari, Pragati, et al.
Published: (2026)
by: Kumari, Pragati, et al.
Published: (2026)
DistillSeq: A Framework for Safety Alignment Testing in Large Language Models using Knowledge Distillation
by: Yang, Mingke, et al.
Published: (2024)
by: Yang, Mingke, et al.
Published: (2024)
A Systematic Evaluation of Environmental Flakiness in JavaScript Tests
by: Hashemi, Negar, et al.
Published: (2026)
by: Hashemi, Negar, et al.
Published: (2026)
Detecting and Evaluating Order-Dependent Flaky Tests in JavaScript
by: Hashemi, Negar, et al.
Published: (2025)
by: Hashemi, Negar, et al.
Published: (2025)
SWE-TRACE: Optimizing Long-Horizon SWE Agents Through Rubric Process Reward Models and Heuristic Test-Time Scaling
by: Han, Hao, et al.
Published: (2026)
by: Han, Hao, et al.
Published: (2026)
Metamorphic Testing of Image Captioning Systems via Image-Level Reduction
by: Xie, Xiaoyuan, et al.
Published: (2023)
by: Xie, Xiaoyuan, et al.
Published: (2023)
Acceptance Test Generation with Large Language Models: An Industrial Case Study
by: Ferreira, Margarida, et al.
Published: (2025)
by: Ferreira, Margarida, et al.
Published: (2025)
Vulnerability-Triggering Test Case Generation from Third-Party Libraries
by: Gao, Yi, et al.
Published: (2024)
by: Gao, Yi, et al.
Published: (2024)
TypeScript Repository Indexing for Code Agent Retrieval
by: Pu, Junsong, et al.
Published: (2026)
by: Pu, Junsong, et al.
Published: (2026)
An Empirical Study of Large Language Models for Type and Call Graph Analysis in Python and JavaScript
by: Venkatesh, Ashwin Prasad Shivarpatna, et al.
Published: (2024)
by: Venkatesh, Ashwin Prasad Shivarpatna, et al.
Published: (2024)
Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge
by: Ji, Yuhe, et al.
Published: (2024)
by: Ji, Yuhe, et al.
Published: (2024)
iScript: A Domain-Adapted Large Language Model and Benchmark for Physical Design Tcl Script Generation
by: Xu, Ning, et al.
Published: (2026)
by: Xu, Ning, et al.
Published: (2026)
Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models
by: Liu, Changshu, et al.
Published: (2025)
by: Liu, Changshu, et al.
Published: (2025)
Efficient Function Orchestration for Large Language Models
by: Liu, Xiaoxia, et al.
Published: (2025)
by: Liu, Xiaoxia, et al.
Published: (2025)
Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents
by: Ning, Kaiwen, et al.
Published: (2024)
by: Ning, Kaiwen, et al.
Published: (2024)
A Tool for Test Case Scenarios Generation Using Large Language Models
by: Sami, Abdul Malik, et al.
Published: (2024)
by: Sami, Abdul Malik, et al.
Published: (2024)
Automated Control Logic Test Case Generation using Large Language Models
by: Koziolek, Heiko, et al.
Published: (2024)
by: Koziolek, Heiko, et al.
Published: (2024)
Automatic High-Level Test Case Generation using Large Language Models
by: Hasan, Navid Bin, et al.
Published: (2025)
by: Hasan, Navid Bin, et al.
Published: (2025)
IntelliGame in Action: An Experience Report on Gamifying JavaScript Unit Tests
by: Straubinger, Philipp, et al.
Published: (2024)
by: Straubinger, Philipp, et al.
Published: (2024)
Software Testing with Large Language Models: Survey, Landscape, and Vision
by: Wang, Junjie, et al.
Published: (2023)
by: Wang, Junjie, et al.
Published: (2023)
Testing the Fault-Tolerance of Multi-Sensor Fusion Perception in Autonomous Driving Systems
by: Tian, Haoxiang, et al.
Published: (2025)
by: Tian, Haoxiang, et al.
Published: (2025)
Chat-like Asserts Prediction with the Support of Large Language Model
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
Harnessing Large Language Model for Virtual Reality Exploration Testing: A Case Study
by: Qi, Zhenyu, et al.
Published: (2025)
by: Qi, Zhenyu, et al.
Published: (2025)
Reflective Unit Test Generation for Precise Type Error Detection with Large Language Models
by: Yang, Chen, et al.
Published: (2025)
by: Yang, Chen, et al.
Published: (2025)
Your Build Scripts Stink: The State of Code Smells in Build Scripts
by: Tamanna, Mahzabin, et al.
Published: (2025)
by: Tamanna, Mahzabin, et al.
Published: (2025)
Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
by: Li, Tao, et al.
Published: (2024)
by: Li, Tao, et al.
Published: (2024)
Ising-based Test Optimization and Benchmarking
by: Yang, Yige, et al.
Published: (2026)
by: Yang, Yige, et al.
Published: (2026)
Similar Items
-
Concolic Testing of JavaScript using Sparkplug
by: Li, Zhe, et al.
Published: (2024) -
Mutation-Based Deep Learning Framework Testing Method in JavaScript Environment
by: Zou, Yinglong, et al.
Published: (2024) -
Quantum Approximate Optimization Algorithm for Test Case Optimization
by: Wang, Xinyi, et al.
Published: (2023) -
Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models
by: Xiao, Yisong, et al.
Published: (2025) -
TESTEVAL: Benchmarking Large Language Models for Test Case Generation
by: Wang, Wenhan, et al.
Published: (2024)