conftrace_

confabulation detection

3 papers

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Co-occurring keywords · papers mentioning both

question answering (2) semantic graph density (1) reliability prediction (1) semantic entropy (1) large language model (1) error annotation (1) aleatoric uncertainty (1) uncertainty estimation (1) confidence calibration (1) epistemic uncertainty (1)

Papers

Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models AAAI 2026 ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations EACL 2026 Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density UAI 2025