Imagen de Portada

Multi-Level Testing of Conversational AI Systems

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Masserini, Elena
Formato:	Preprint
Publicado:	2026
Materias:	Software Engineering
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards Multi-Platform Mutation Testing of Task-based Chatbots
por: Clerissi, Diego, et al.
Publicado: (2025)

Automated Testing of Task-based Chatbots: How Far Are We?
por: Clerissi, Diego, et al.
Publicado: (2026)

Anonymizing Test Data in Android: Does It Hurt?
por: Masserini, Elena, et al.
Publicado: (2024)

Bug Whispering: Towards Audio Bug Reporting
por: Masserini, Elena, et al.
Publicado: (2025)

Assessing Task-based Chatbots: Snapshot and Curated Datasets for Dialogflow
por: Masserini, Elena, et al.
Publicado: (2026)

Towards the Assessment of Task-based Chatbots: From the TOFU-R Snapshot to the BRASATO Curated Dataset
por: Masserini, Elena, et al.
Publicado: (2025)

Metamorphic Testing of Image Captioning Systems via Image-Level Reduction
por: Xie, Xiaoyuan, et al.
Publicado: (2023)

MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems
por: Gao, Xinyu, et al.
Publicado: (2024)

Bita: A Conversational Assistant for Fairness Testing
por: Johnson, Keeryn, et al.
Publicado: (2025)

Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing
por: Mu, Yanzhou, et al.
Publicado: (2025)

A Multi-Year Grey Literature Review on AI-assisted Test Automation
por: Ricca, Filippo, et al.
Publicado: (2024)

Efficient Black-Box Fault Localization for System-Level Test Code Using Large Language Models
por: Yaraghi, Ahmadreza Saboor, et al.
Publicado: (2025)

Can AI Generate more Comprehensive Test Scenarios? Review on Automated Driving Systems Test Scenario Generation Methods
por: Zhou, Ji, et al.
Publicado: (2025)

Reconsidering Conversational Norms in LLM Chatbots for Sustainable AI
por: Santos, Ronnie de Souza, et al.
Publicado: (2025)

Test Design and Review Argumentation in AI-Assisted Test Generation
por: Enoiu, Eduard Paul, et al.
Publicado: (2026)

Scaling Mobile Chaos Testing with AI-Driven Test Execution
por: Marcano, Juan, et al.
Publicado: (2026)

Test Amplification for REST APIs via Single and Multi-Agent LLM Systems
por: Nooyens, Robbe, et al.
Publicado: (2025)

TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models
por: Zhang, Quanjun, et al.
Publicado: (2024)

IDOL: Improved Different Optimization Levels Testing for Solidity Compilers
por: Li, Lantian, et al.
Publicado: (2025)

Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants
por: Richards, Jonan, et al.
Publicado: (2025)

The Role of AI in Modern Penetration Testing
por: Curtis, J. Alexander, et al.
Publicado: (2025)

Human-AI Collaboration for Scaling Agile Regression Testing: An Agentic-AI Teammate from Manual to Automated Testing
por: Outmani, Moustapha El, et al.
Publicado: (2026)

WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems
por: Wan, Zhenyu, et al.
Publicado: (2026)

LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents
por: Zhang, Ke, et al.
Publicado: (2025)

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms
por: Wang, Yibo, et al.
Publicado: (2025)

Generative AI in Simulation-Based Test Environments for Large-Scale Cyber-Physical Systems: An Industrial Study
por: Sadrnezhaad, Masoud, et al.
Publicado: (2025)

Testing with AI Agents: An Empirical Study of Test Generation Frequency, Quality, and Coverage
por: Yoshimoto, Suzuka, et al.
Publicado: (2026)

AI Assurance: A Comprehensive Testing Strategy for Enterprise AI Systems
por: Badagi, Chitra, et al.
Publicado: (2026)

Targeted Testing of Compiler Optimizations via Grammar-Level Composition Styles
por: Zhou, Zitong, et al.
Publicado: (2025)

Agentic AI in Industry: Adoption Level and Deployment Barriers
por: Apostolou, Spyridon Alvanakis, et al.
Publicado: (2026)

Designing Secure AI-based Systems: a Multi-Vocal Literature Review
por: Schneider, Simon, et al.
Publicado: (2024)

Penetration Testing and Legacy Systems
por: Smyth, Sandra
Publicado: (2023)

Breaking, Stale, or Missing? Benchmarking Coding Agents on Project-Level Test Evolution
por: Shang, Ye, et al.
Publicado: (2026)

Automatic High-Level Test Case Generation using Large Language Models
por: Hasan, Navid Bin, et al.
Publicado: (2025)

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems
por: Liang, Linfeng, et al.
Publicado: (2025)

Data-driven Test Generation for Fuzzing AI Compiler
por: Shen, Qingchao
Publicado: (2026)

ABTest: Behavior-Driven Testing for AI Coding Agents
por: Dai, Wuyang, et al.
Publicado: (2026)

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

Generative AI for Test Driven Development: Preliminary Results
por: Mock, Moritz, et al.
Publicado: (2024)

Test Schedule Generation for Acceptance Testing of Mission-Critical Satellite Systems
por: Ollando, Raphaël, et al.
Publicado: (2025)