3 papers
cs.SE2025
CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance
Myeongsoo Kim, Shweta Garg, Baishakhi Ray +2
Programming assistants powered by large language models have improved dramatically, yet existing benchmarks still evaluate them in narrow code-generation settings. Recent efforts s…
cs.SE2025
AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL
Tyler Stennett, Myeongsoo Kim, Saurabh Sinha +1
As REST APIs have become widespread in modern web services, comprehensive testing of these APIs is increasingly crucial. Because of the vast search space of operations, parameters,…
cs.SE2025
LlamaRestTest: Effective REST API Testing with Small Language Models
Myeongsoo Kim, Saurabh Sinha, Alessandro Orso
Modern web services rely heavily on REST APIs, typically documented using the OpenAPI specification. The widespread adoption of this standard has resulted in the development of man…