{"total":13,"rows":[{"id":"2412.20892","title":"Rethinking Aleatoric and Epistemic Uncertainty","created":"2024-12-30","cited_by_count":42,"area":null},{"id":"2510.12040","title":"Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions","created":"2025-10-14","cited_by_count":11,"area":null},{"id":"2510.02671","title":"Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering","created":"2025-10-03","cited_by_count":7,"area":null},{"id":"2601.20026","title":"Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method","created":"2026-01-27","cited_by_count":7,"area":null},{"id":"2509.26610","title":"Uncertainty Quantification for Regression using Proper Scoring Rules","created":"2025-09-30","cited_by_count":5,"area":null},{"id":"2509.07054","title":"Statistical Methods in Generative AI","created":"2025-09-08","cited_by_count":4,"area":null},{"id":"2510.21310","title":"Efficient semantic uncertainty quantification in language models via diversity-steered sampling","created":"2025-10-24","cited_by_count":2,"area":null},{"id":"2505.22538","title":"Uncertainty Quantification with Proper Scoring Rules: Adjusting Measures to Prediction Tasks","created":"2025-05-28","cited_by_count":1,"area":null},{"id":"2509.22380","title":"Multidimensional Uncertainty Quantification via Optimal Transport","created":"2025-09-26","cited_by_count":1,"area":null},{"id":"2602.05026","title":"Laws of Learning Dynamics and the Core of Learners","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2603.12012","title":"Deep Learning-Based Metamodeling of Nonlinear Stochastic Dynamic Systems under Parametric and Predictive Uncertainty","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2606.19569","title":"On the QUEST for Uncertainty Quantification via Highest Density Regions","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2610.01006","title":"Beyond Answer Confidence: A Controlled Audit of Self-Knowledge in a Black-Box Decision Model","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}