{"total":69,"rows":[{"id":"2501.00309","title":"Retrieval-Augmented Generation with Graphs (GraphRAG)","created":"2024-12-31","cited_by_count":172,"area":"rag"},{"id":"2412.05563","title":"A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions","created":"2024-12-07","cited_by_count":121,"area":null},{"id":"2503.15850","title":"Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey","created":"2025-03-20","cited_by_count":95,"area":"lr"},{"id":"2407.00499","title":"ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees","created":"2024-06-29","cited_by_count":65,"area":null},{"id":"2405.10301","title":"Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees","created":"2024-05-16","cited_by_count":54,"area":"alignment"},{"id":"2412.12472","title":"Knowledge Boundary of Large Language Models: A Survey","created":"2024-12-17","cited_by_count":40,"area":null},{"id":"2502.06872","title":"Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey","created":"2025-02-08","cited_by_count":30,"area":"rag"},{"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":"2410.06494","title":"Conformal Prediction: A Data Perspective","created":"2024-10-09","cited_by_count":25,"area":null},{"id":"2502.17026","title":"Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology","created":"2025-02-24","cited_by_count":25,"area":"lr"},{"id":"2505.19970","title":"CP-Router: An Uncertainty-Aware Router Between LLM and LRM","created":"2025-05-26","cited_by_count":20,"area":"lr"},{"id":"2410.08174","title":"Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models","created":"2024-10-10","cited_by_count":19,"area":"mllm"},{"id":"2501.00555","title":"Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction","created":"2024-12-31","cited_by_count":18,"area":null},{"id":"2602.11199","title":"When and What to Ask: AskBench and Rubric-Guided RLVR for LLM Clarification","created":"2026-02-04","cited_by_count":16,"area":null},{"id":"2410.20263","title":"EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering","created":"2024-10-26","cited_by_count":15,"area":null},{"id":"2506.00911","title":"Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models","created":"2025-06-01","cited_by_count":12,"area":null},{"id":"2504.21022","title":"ConformalNL2LTL: Translating Natural Language Instructions into Temporal Logic Formulas with Conformal Correctness Guarantees","created":"2025-04-22","cited_by_count":11,"area":null},{"id":"2503.10512","title":"Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression","created":"2025-03-13","cited_by_count":10,"area":null},{"id":"2506.04089","title":"AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment","created":"2025-06-04","cited_by_count":9,"area":null},{"id":"2603.05651","title":"The Fragility Of Moral Judgment In Large Language Models","created":"2026-03-05","cited_by_count":8,"area":null},{"id":"2604.25235","title":"VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation","created":"2026-04-28","cited_by_count":8,"area":"mllm"},{"id":"2410.09408","title":"C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets","created":"2024-10-12","cited_by_count":7,"area":null},{"id":"2504.02902","title":"Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models","created":"2025-04-03","cited_by_count":7,"area":"synth"},{"id":"2507.03279","title":"Conformal Information Pursuit for Interactively Guiding Large Language Models","created":"2025-07-04","cited_by_count":7,"area":null},{"id":"2510.23476","title":"Human-AI Collaborative Uncertainty Quantification","created":"2025-10-27","cited_by_count":7,"area":null},{"id":"2502.12601","title":"COPU: Conformal Prediction for Uncertainty Quantification in Natural Language Generation","created":"2025-02-18","cited_by_count":6,"area":null},{"id":"2510.05566","title":"Domain-Shift-Aware Conformal Prediction for Large Language Models","created":"2025-10-07","cited_by_count":6,"area":null},{"id":"2604.07667","title":"From Debate to Decision: Conformal Social Choice for Safe Multi-Agent Deliberation","created":"2026-04-09","cited_by_count":6,"area":"lr"},{"id":"2409.01236","title":"Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification","created":"2024-09-02","cited_by_count":5,"area":null},{"id":"2510.04318","title":"Adaptive Coverage Policies in Conformal Prediction","created":"2025-10-05","cited_by_count":5,"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":"2510.24505","title":"CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?","created":"2025-10-28","cited_by_count":4,"area":null},{"id":"2601.17329","title":"Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment","created":"2026-01-24","cited_by_count":4,"area":"alignment"},{"id":"2407.01122","title":"Calibrated Large Language Models for Binary Question Answering","created":"2024-07-01","cited_by_count":3,"area":null},{"id":"2509.15403","title":"Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering","created":"2025-09-18","cited_by_count":3,"area":null},{"id":"2509.21479","title":"Filtering with Confidence: When Data Augmentation Meets Conformal Prediction","created":"2025-09-25","cited_by_count":3,"area":null},{"id":"2606.08277","title":"Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees","created":"2026-06-06","cited_by_count":3,"area":null},{"id":"2509.24100","title":"SpeedCP: Fast Kernel-based Conditional Conformal Prediction","created":"2025-09-28","cited_by_count":2,"area":null},{"id":"2510.22931","title":"Robust Uncertainty Quantification for Self-Evolving Large Language Models via Continual Domain Pretraining","created":"2025-10-27","cited_by_count":2,"area":"synth"},{"id":"2601.15690","title":"From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models","created":"2026-01-22","cited_by_count":2,"area":null},{"id":"2603.03704","title":"Large-Language-Model-Guided State Estimation for Partially Observable Task and Motion Planning","created":"2026-03-04","cited_by_count":2,"area":null},{"id":"2604.20098","title":"Differentiable Conformal Training for LLM Reasoning Factuality","created":"2026-04-22","cited_by_count":2,"area":"lr"},{"id":"2608.23244","title":"Credal Large Language Models for Semantic Commitment under Uncertainty","created":"2026-08-24","cited_by_count":2,"area":null},{"id":"2408.09327","title":"Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs","created":"2024-08-18","cited_by_count":1,"area":null},{"id":"2505.21147","title":"Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score","created":"2025-05-27","cited_by_count":1,"area":null},{"id":"2507.02256","title":"Uncertainty-aware Reward Design Process","created":"2025-07-03","cited_by_count":1,"area":"lr"},{"id":"2509.01455","title":"Trusted Uncertainty in Large Language Models: A Unified Framework for Confidence Calibration and Risk-Controlled Refusal","created":"2025-09-01","cited_by_count":1,"area":null},{"id":"2511.16845","title":"Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification","created":"2025-11-20","cited_by_count":1,"area":null},{"id":"2601.05219","title":"CAOS: Conformal Aggregation of One-Shot Predictors","created":"2026-01-08","cited_by_count":1,"area":null},{"id":"2602.01733","title":"Improving Backward Conformal Prediction via Non-Conformity Score Transformation","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2604.01896","title":"Bayesian Elicitation with LLMs: Model Size Helps, Extra \"Reasoning\" Doesn't Always","created":"2026-04-02","cited_by_count":1,"area":"lr"},{"id":"2604.16217","title":"Beyond Surface Statistics: Robust Conformal Prediction for LLMs via Internal Representations","created":"2026-04-17","cited_by_count":1,"area":"lr"},{"id":"2605.08077","title":"Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2606.00251","title":"Capability Self-Assessment in Large Language Models","created":"2026-05-29","cited_by_count":1,"area":null},{"id":"2606.12587","title":"Strategic Decision Support for AI Agents","created":"2026-06-10","cited_by_count":1,"area":null},{"id":"2606.14728","title":"FUSE: Quantifying Uncertainty in Vision-Language Models by Bayesian Fusing Epistemic and Aleatoric Uncertainty","created":"2026-06-01","cited_by_count":1,"area":"mllm"},{"id":"2608.01460","title":"Conformalized Large Language Models under Configuration Shift","created":"2026-08-02","cited_by_count":1,"area":null},{"id":"2608.05439","title":"SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications","created":"2026-08-05","cited_by_count":1,"area":null},{"id":"2511.06575","title":"CoFineLLM: Conformal Finetuning of LLMs for Language-Instructed Robot Planning","created":"2025-11-09","cited_by_count":0,"area":null},{"id":"2601.23128","title":"Distribution-informed Efficient Conformal Prediction for Full Ranking","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2602.19498","title":"Softmax is not Enough (for Adaptive Conformal Classification)","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2603.23853","title":"SCoOP: Semantic Consistent Opinion Pooling for Uncertainty Quantification in Multiple Vision-Language Model Systems","created":"2026-03-25","cited_by_count":0,"area":"lr"},{"id":"2605.19220","title":"Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2606.28730","title":"Full Conformal Prediction under Stochastic Non-Conformity Measure","created":"2026-06-27","cited_by_count":0,"area":null},{"id":"2607.10539","title":"AI YOU Town: Make Friends and Money with Your Digital Twin","created":"2026-07-12","cited_by_count":0,"area":null},{"id":"2608.26529","title":"Multi-Expert Conformal Risk Control for Pairwise LLM Judging in Open-Ended Dialogue","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2609.17882","title":"Can VLMs Reliably Assess Sidewalk Accessibility Attributes from Pedestrian-Level Imagery?","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2609.24881","title":"Pinocchio: Fast Uncertainty Estimates for Black-Box Language Models","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2610.04239","title":"Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}