{"total":13,"rows":[{"id":"2403.08819","title":"Thermometer: Towards Universal Calibration for Large Language Models","created":"2024-02-20","cited_by_count":38,"area":null},{"id":"2411.02988","title":"Confidence Calibration of Classifiers with Many Classes","created":"2024-11-05","cited_by_count":11,"area":null},{"id":"2502.09844","title":"Solving Empirical Bayes via Transformers","created":"2025-02-14","cited_by_count":11,"area":null},{"id":"2406.16535","title":"Token-based Decision Criteria Are Suboptimal in In-context Learning","created":"2024-06-24","cited_by_count":9,"area":null},{"id":"2409.00124","title":"Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning","created":"2024-08-28","cited_by_count":9,"area":null},{"id":"2501.01558","title":"Predicting the Performance of Black-box LLMs through Follow-up Queries","created":"2025-01-02","cited_by_count":9,"area":null},{"id":"2406.00131","title":"From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When","created":"2024-05-31","cited_by_count":3,"area":null},{"id":"2408.03414","title":"Logistic Regression makes small LLMs strong and explainable \"tens-of-shot\" classifiers","created":"2024-08-06","cited_by_count":3,"area":null},{"id":"2501.15708","title":"StaICC: Standardized Evaluation for Classification Task in In-context Learning","created":"2025-01-27","cited_by_count":2,"area":null},{"id":"2506.12796","title":"Surprise Calibration for Better In-Context Learning","created":"2025-06-15","cited_by_count":2,"area":null},{"id":"2509.20677","title":"Stability of In-Context Learning: A Spectral Coverage Perspective","created":"2025-09-25","cited_by_count":2,"area":null},{"id":"2502.04037","title":"Exploring Imbalanced Annotations for Effective In-Context Learning","created":"2025-02-06","cited_by_count":0,"area":null},{"id":"2608.07419","title":"Beyond Post-Hoc Temperature Scaling: Bilevel Optimization for LLM Calibration","created":"2026-08-07","cited_by_count":0,"area":null}],"next_cursor":null}