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Evaluation

345 directly classified papers

Papers per year

Papers

Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model EMNLP 2022
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation EMNLP 2022
Model Criticism for Long-Form Text Generation EMNLP 2022
FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation EMNLP 2022
SEAL: Interactive Tool for Systematic Error Analysis and Labeling EMNLP 2022
Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022
Improved Evaluation of Automatic Source Code Summarisation EMNLP 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NIPS 2022
GULP: a prediction-based metric between representations NIPS 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization NIPS 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning NIPS 2022
Introspective Learning : A Two-Stage approach for Inference in Neural Networks NIPS 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NIPS 2022
Video compression dataset and benchmark of learning-based video-quality metrics NIPS 2022
AutoML Two-Sample Test NIPS 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NIPS 2022
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network NIPS 2022
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack NIPS 2022
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021
Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation CVPR 2021
Ranking Neural Checkpoints CVPR 2021
CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency CVPR 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible EMNLP 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021