ConSens measures context grounding in open-book QA as a sigmoid-transformed log ratio of answer perplexity without context to perplexity with context, reaching ROC AUC 0.88 to 0.93.
Sci Data 10(1), 8 (2023), https://www.nature.com/articles/s41597-022-01920-3 7 CONSENS
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ConSens: Assessing context grounding in open-book question answering
ConSens measures context grounding in open-book QA as a sigmoid-transformed log ratio of answer perplexity without context to perplexity with context, reaching ROC AUC 0.88 to 0.93.