prediction accuracy

Enhancing Performance of Explainable AI Models with Constrained Concept Refinement ICML 2025 Explanations explained. Influence of Free-text Explanations on LLMs and the Role of Implicit Knowledge EMNLP 2025 FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025 ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities ICLR 2025 Uncertainty Modelling in Under-Represented Languages with Bayesian Deep Gaussian Processes COLING 2025 Wavelet Diffusion Neural Operator ICLR 2025 A Benchmark Study on Calibration ICLR 2024 Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg ICML 2024 Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach ICML 2024 When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024 Dimensionless machine learning: Imposing exact units equivariance JMLR 2023 Augmenting Online Algorithms with ε-Accurate Predictions NeurIPS 2022 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Learning Recourse on Instance Environment to Enhance Prediction Accuracy NeurIPS 2022 Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems EMNLP 2022 Uncalibrated Models Can Improve Human-AI Collaboration NeurIPS 2022 Differentiable Learning Under Triage NeurIPS 2021 GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation ACL 2021 Model Linkage Selection for Cooperative Learning JMLR 2021 Research Replication Prediction Using Weakly Supervised Learning EMNLP 2020 Automatic Estimation of Simultaneous Interpreter Performance ACL 2018 Multicalibration: Calibration for the (Computationally-Identifiable) Masses ICML 2018 Identifying a Minimal Class of Models for High--dimensional Data JMLR 2017