2026
Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection
ICLR 2026poster
Hallucination detection is critical for deploying large language models (LLMs) in real-world applications. Existing hallucination detection methods achieve strong performance when the training and test data come from the same domain, but they suffer from poor cross-domain generalization. In this pap…