Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization

Mariia Onyshchuk, Maksym-Vasyl Tarnavskyi, Marta Sumyk

Optimal transport (OT) has been shown to detect hallucinations in neural machine translation (NMT) by measuring the geometric distance between cross-attention distributions and a r…