Calibrating a Deep Neural Network with Its PredecessorsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
State-Regularized Recurrent Neural Networks to Extract Automata and
Explain PredictionsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the
Impact of Method & Data ScarcityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
Transformer Uncertainty Estimation with Hierarchical Stochastic
AttentionAAAI Conference on Artificial Intelligence (AAAI), 2021 |