{"total":15,"rows":[{"id":"2407.08662","title":"Uncertainty Estimation of Large Language Models in Medical Question Answering","created":"2024-07-11","cited_by_count":10,"area":null},{"id":"2512.01556","title":"LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems","created":"2025-12-01","cited_by_count":7,"area":null},{"id":"2509.00461","title":"TECP: Token-Entropy Conformal Prediction for LLMs","created":"2025-08-30","cited_by_count":6,"area":null},{"id":"2602.02419","title":"SafeGround: Know When to Trust GUI Grounding Models via Uncertainty Calibration","created":"2026-02-02","cited_by_count":6,"area":null},{"id":"2505.16134","title":"Beyond Early-Token Bias: Model-Specific and Language-Specific Position Effects in Multilingual LLMs","created":"2025-05-22","cited_by_count":5,"area":null},{"id":"2503.01688","title":"When an LLM is apprehensive about its answers -- and when its uncertainty is justified","created":"2025-03-03","cited_by_count":4,"area":null},{"id":"2504.18346","title":"Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review","created":"2025-04-25","cited_by_count":4,"area":null},{"id":"2504.04482","title":"Statistical Management of the False Discovery Rate in Medical Instance Segmentation Based on Conformal Risk Control","created":"2025-04-06","cited_by_count":2,"area":null},{"id":"2504.17721","title":"Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees","created":"2025-04-24","cited_by_count":2,"area":null},{"id":"2508.05544","title":"Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees","created":"2025-08-07","cited_by_count":2,"area":null},{"id":"2503.05505","title":"Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework","created":"2025-03-07","cited_by_count":1,"area":null},{"id":"2505.01810","title":"Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees","created":"2025-05-03","cited_by_count":1,"area":null},{"id":"2607.04430","title":"Uncertainty-Aware Abstention in Large Language Models with Provable Alignment Guarantees","created":"2026-07-05","cited_by_count":1,"area":null},{"id":"2508.10022","title":"Conformal P-Value in Multiple-Choice Question Answering Tasks with Provable Risk Control","created":"2025-08-07","cited_by_count":0,"area":null},{"id":"2511.19952","title":"Hierarchical Spatio-Temporal Attention Network with Adaptive Risk-Aware Decision for Forward Collision Warning in Complex Scenarios","created":"2025-11-25","cited_by_count":0,"area":null}],"next_cursor":null}