Similar Items: Scalable Token-Level Hallucination Detection in Large Language Models
- The First Token Knows: Single-Decode Confidence for Hallucination Detection
- Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals
- Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments
- A multilingual hallucination benchmark: MultiWikiQHalluA
- PairAlign: A Framework for Sequence Tokenization via Self-Alignment with Applications to Audio Tokenization
- Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement