2025
Hallucination Detection in LLMs Using Spectral Features of Attention Maps
EMNLP 2025
Large Language Models (LLMs) have demonstrated remarkable performance across various tasks but remain prone to hallucinations. Detecting hallucinations is essential for safety-critical applications, and recent methods leverage attention map properties to this end, though their effectiveness remains