 D.Va: Validate Your Demonstration First Before You Use ItAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
 Confidence Calibration of Classifiers with Many ClassesNeural Information Processing Systems (NeurIPS), 2024 |
 Beyond Performance: Quantifying and Mitigating Label Bias in LLMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
 Rectifying Demonstration Shortcut in In-Context LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
 Enhancing In-context Learning via Linear Probe CalibrationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
