2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses
ACL 2024findings
Detecting hallucinations in large language model (LLM) outputs is pivotal, yet traditional fine-tuning for this classification task is impeded by the expensive and quickly outdated annotation process, especially across numerous vertical domains and in the face of rapid LLM advancements. In this stud…