Beyond Hallucination: Content Aware Retrieval Augmented Adaptive Strategies for Knowledge-Boundary Awareness in LLMs
Recently the Large language models have demonstrated substantial improvements in natural language processing, understanding and generation. Despite these advances, they remain prone to producing outputs that are fluent yet factually incorrect, a limitation commonly referred to as hallucination. This issue is of particu...