2 papers
cs.CL2026
HART: Data-Driven Hallucination Attribution and Evidence-Based Tracing for Large Language Models
Shize Liang, Hongzhi Wang
Large language models (LLMs) have demonstrated remarkable performance in text generation and knowledge-intensive question answering. Nevertheless, they are prone to producing hallu…
cs.CL2025
Neural Probe-Based Hallucination Detection for Large Language Models
Shize Liang, Hongzhi Wang
Large language models(LLMs) excel at text generation and knowledge question-answering tasks, but they are prone to generating hallucinated content, severely limiting their applicat…