Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection

Yong Xie, Karan Aggarwal, Aitzaz Ahmad +1

We present a novel approach to automatically generate non-trivial task-specific synthetic datasets for hallucination detection. Our approach features a two-step generation-selectio…