Layer-resolved OT detects source-disengagement hallucinations in NMT but achieves only 57% balanced accuracy on summarization because content misrepresentation can occur with correct attention.
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Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization
Layer-resolved OT detects source-disengagement hallucinations in NMT but achieves only 57% balanced accuracy on summarization because content misrepresentation can occur with correct attention.