{"total":31,"rows":[{"id":"2412.12472","title":"Knowledge Boundary of Large Language Models: A Survey","created":"2024-12-17","cited_by_count":40,"area":null},{"id":"2504.00025","title":"Generalization Bias in Large Language Model Summarization of Scientific Research","created":"2025-03-28","cited_by_count":30,"area":null},{"id":"2509.18658","title":"Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction","created":"2025-09-23","cited_by_count":27,"area":null},{"id":"2406.11514","title":"Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs","created":"2024-06-17","cited_by_count":17,"area":null},{"id":"2506.09669","title":"Query-Level Uncertainty in Large Language Models","created":"2025-06-11","cited_by_count":14,"area":null},{"id":"2507.10587","title":"Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing","created":"2025-07-11","cited_by_count":14,"area":null},{"id":"2510.03136","title":"Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models","created":"2025-10-03","cited_by_count":10,"area":null},{"id":"2406.14721","title":"1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?","created":"2024-06-20","cited_by_count":9,"area":null},{"id":"2601.03042","title":"BaseCal: Unsupervised Confidence Calibration via Base Model Signals","created":"2026-01-06","cited_by_count":8,"area":null},{"id":"2601.07767","title":"Are LLM Decisions Faithful to Verbal Confidence?","created":"2026-01-12","cited_by_count":8,"area":null},{"id":"2507.02870","title":"Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models","created":"2025-06-06","cited_by_count":7,"area":null},{"id":"2507.03279","title":"Conformal Information Pursuit for Interactively Guiding Large Language Models","created":"2025-07-04","cited_by_count":7,"area":null},{"id":"2410.20215","title":"DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning","created":"2024-10-26","cited_by_count":6,"area":null},{"id":"2508.12040","title":"Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation","created":"2025-08-16","cited_by_count":6,"area":null},{"id":"2511.08991","title":"Robust Sampling for Active Statistical Inference","created":"2025-11-12","cited_by_count":6,"area":null},{"id":"2507.16199","title":"LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty","created":"2025-07-22","cited_by_count":5,"area":null},{"id":"2410.03234","title":"Showing LLM-Generated Code Selectively Based on Confidence of LLMs","created":"2024-10-04","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":"2601.08064","title":"Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations","created":"2026-01-12","cited_by_count":3,"area":null},{"id":"2606.19868","title":"A Systematic Evaluation of Black-Box Uncertainty Estimation Methods for Large Language Models","created":"2026-06-18","cited_by_count":2,"area":null},{"id":"2509.20278","title":"Quantifying LLM Biases Across Instruction Boundary in Mixed Question Forms","created":"2025-09-24","cited_by_count":1,"area":null},{"id":"2606.17234","title":"Speaking in Self-Assessing Tongues: On the Verbalized Confidence of LLMs in Machine Translation","created":"2026-06-15","cited_by_count":1,"area":null},{"id":"2608.19670","title":"The Asymmetric Harms of LLM Compression","created":"2026-08-20","cited_by_count":1,"area":null},{"id":"2509.19375","title":"Uncertainty-Aware Calibrated Clinical Text Classification with Large Language Models","created":"2025-09-19","cited_by_count":0,"area":null},{"id":"2602.10801","title":"Deep Learning-based Method for Expressing Knowledge Boundary of Black-Box LLM","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2605.11954","title":"Assessing and Mitigating Miscalibration in LLM-Based Social Science Measurement","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.19847","title":"Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models","created":"2026-07-22","cited_by_count":0,"area":null},{"id":"2608.04899","title":"Evaluation Pitfalls and Sparsity Limitations in LLM-based Confidence Estimates for Classification","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2608.10315","title":"Is This Your Final Answer? Cross-Contextual Consistency as a Measure of LLM Credibility","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2608.13430","title":"Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2609.36689","title":"CHAIN: Calibrated LLM Forecasting via Causal-Temporal Hypergraph Inference","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}