2024
Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild
EMNLP 2024industry
Detecting hallucinations, where Large Language Models (LLMs) are not factually consistent with a Knowledge Base (KB), is a challenge for Retrieval-Augmented Generation (RAG) systems. Current solutions rely on public datasets to develop prompts or fine-tune a Natural Language Inference (NLI) model. H…