LLM recommenders' verbalized confidence is almost independent of catalog accuracy, so confidence-based abstention cuts hallucination by at most 1.65 percentage points in this audit.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Do LLM Recommenders Know When They're Hallucinating? Auditing Confidence Calibration in Catalog Faithfulness
LLM recommenders' verbalized confidence is almost independent of catalog accuracy, so confidence-based abstention cuts hallucination by at most 1.65 percentage points in this audit.