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prediction calibration

8 papers

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Co-occurring keywords · papers mentioning both

model calibration (3) uncertainty quantification (2) evidence deep learning (1) neighborhood similarity (1) class-wise scaling (1) language model calibration (1) human-computer comparison (1) logical query answering (1) low-degree property (1) class-wise training loss (1)

Papers

GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration ACL 2025 Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI 2025 Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models ACL 2024 Dirichlet-Based Prediction Calibration for Learning with Noisy Labels AAAI 2024 Scaling of Class-wise Training Losses for Post-hoc Calibration ICML 2023 The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers ICLR 2023 Low-Degree Multicalibration COLT 2022 Neural Bootstrapper NeurIPS 2021