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Showing 51–100 of 135 papers

TitleStatusHype
Machine Learning Robustness: A Primer—0
CoverUp: Effective High Coverage Test Generation for PythonCode2
Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test FormulationCode0
Towards Principled Representation Learning from Videos for Reinforcement LearningCode1
RITFIS: Robust input testing framework for LLMs-based intelligent software—0
QuanTest: Entanglement-Guided Testing of Quantum Neural Network SystemsCode0
UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing—0
On the Challenges of Fuzzing Techniques via Large Language ModelsCode2
Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM—0
Generative AI to Generate Test Data GeneratorsCode0
InterEvo-TR: Interactive Evolutionary Test Generation With Readability AssessmentCode0
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs—0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational UnderstandingCode0
An empirical study of testing machine learning in the wild—0
A Case Study on Test Case Construction with Large Language Models: Unveiling Practical Insights and Challenges—0
Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing—0
Test Case Recommendations with Distributed Representation of Code Syntactic FeaturesCode0
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation—0
TestLab: An Intelligent Automated Software Testing Framework—0
Rethinking Diversity in Deep Neural Network Testing—0
Validating Multimedia Content Moderation Software via Semantic Fusion—0
Comparing Software Developers with ChatGPT: An Empirical Investigation—0
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and BeyondCode1
Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks—0
Constrained Adversarial Learning for Automated Software Testing: a literature review—0
Testing the Channels of Convolutional Neural NetworksCode0
Reasoning-Based Software TestingCode0
Genetic Micro-Programs for Automated Software Testing with Large Path CoverageCode0
Perfect is the enemy of test oracleCode1
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryCode1
Object-Oriented Test Case Generation Using Teaching Learning-Based Optimization (TLBO) Algorithm—0
A Comparison of Reinforcement Learning Frameworks for Software Testing TasksCode0
Differential testing for machine learning: an analysis for classification algorithms beyond deep learningCode0
DiverGet: A Search-Based Software Testing Approach for Deep Neural Network Quantization Assessment—0
An Efficiency Study for SPLADE ModelsCode0
Guiding the retraining of convolutional neural networks against adversarial inputs—0
Test2Vec: An Execution Trace Embedding for Test Case Prioritization—0
Pipelines for Social Bias Testing of Large Language ModelsCode0
Software Testing for Machine Learning—0
Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing—0
Failed Disruption Propagation in Integer Genetic Programming—0
NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks—0
The Definitive Guide to Automated Regression Testing—0
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques—0
Fairness-aware Configuration of Machine Learning LibrariesCode0
DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software—0
Systematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing—0
Artificial Intelligence in Software Testing : Impact, Problems, Challenges and Prospect—0
An Algorithm for Generating Gap-Fill Multiple Choice Questions of an Expert System—0
Efficient and Effective Generation of Test Cases for Pedestrian Detection -- Search-based Software Testing of Baidu Apollo in SVLCode1
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