model generalization

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023 Internal Robust Representations for Domain Generalization AAAI 2023 Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023 Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023 Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Interspeech 2023 NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023 Optimal Transport Model Distributional Robustness NeurIPS 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Retaining Beneficial Information from Detrimental Data for Neural Network Repair NeurIPS 2023 Revisiting Structured Dropout ACML 2023 Revisiting Weighted Aggregation in Federated Learning with Neural Networks ICML 2023 SAM as an Optimal Relaxation of Bayes ICLR 2023 Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023 Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning ICLR 2023 Which Shortcut Solution Do Question Answering Models Prefer to Learn? AAAI 2023 Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models EMNLP 2023 Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022 BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features CVPR 2022 C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra ICML 2022 Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent From the Decision Boundary Perspective CVPR 2022 Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022 Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022 Combining Diverse Feature Priors ICML 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 Estimating Example Difficulty Using Variance of Gradients CVPR 2022