{"total":15,"rows":[{"id":"2504.13677","title":"Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results","created":"2025-04-18","cited_by_count":21,"area":null},{"id":"2505.23912","title":"LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations","created":"2025-05-29","cited_by_count":17,"area":null},{"id":"2503.04723","title":"Shifting Long-Context LLMs Research from Input to Output","created":"2025-03-06","cited_by_count":14,"area":null},{"id":"2601.02179","title":"Confidence Estimation for LLMs in Multi-turn Interactions","created":"2026-01-05","cited_by_count":12,"area":null},{"id":"2505.16922","title":"UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation","created":"2025-05-22","cited_by_count":11,"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":"2505.20295","title":"SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?","created":"2025-05-26","cited_by_count":6,"area":null},{"id":"2606.18471","title":"Possible or Definite? A Benchmark for Evaluating Diagnostic Uncertainty Preservation in Clinical Text","created":"2026-06-16","cited_by_count":4,"area":null},{"id":"2502.11962","title":"Balancing Truthfulness and Informativeness with Uncertainty-Aware Instruction Fine-Tuning","created":"2025-02-17","cited_by_count":3,"area":null},{"id":"2510.24345","title":"LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability","created":"2025-10-28","cited_by_count":2,"area":null},{"id":"2605.06053","title":"Towards Generation-Efficient Uncertainty Estimation in Large Language Models","created":"2026-05-07","cited_by_count":2,"area":null},{"id":"2606.30814","title":"When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs","created":"2026-06-29","cited_by_count":2,"area":null},{"id":"2607.01250","title":"Structuring the Space of Sociotechnical Alignment","created":"2026-06-02","cited_by_count":2,"area":null},{"id":"2510.21891","title":"Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation","created":"2025-10-24","cited_by_count":1,"area":null},{"id":"2607.16868","title":"Beyond Semantic Equivalence: Logical Graphs for LLM Uncertainty Quantification","created":"2026-07-18","cited_by_count":0,"area":null}],"next_cursor":null}