Improving Dynamic Specification Inference with LLM-Generated Counterexamples

Published in IEEE International Conference on Software Testing, Verification and Validation (ICST), 2026

Accepted at ICST 2026.

This work studies how large language models (LLMs) can generate counterexamples that improve the precision of dynamic specification inference techniques.