Papers with Expert Calibration Lens
Expert Calibration Lens for Pruning Mixture of Experts (2026.acl-demo)
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| Challenge: | Expert pruning is a practical deployment technique for Mixture-of-Experts models . but its success depends heavily on the calibration set used for pruning . |
| Approach: | They propose a calibration tool that compares expert activations across datasets to predict calibration perturbations without running expensive pruning procedures. |
| Outcome: | The proposed system compares expert activations across datasets to predict calibration perturbations without running expensive pruning procedures. |