ensemble learning

Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022 Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative NAACL 2022 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022 Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction ACL 2022 Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022 EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022 Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity EMNLP 2022 Fast Provably Robust Decision Trees and Boosting ICML 2022 Feature Space Particle Inference for Neural Network Ensembles ICML 2022 Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension ICML 2022 Functional Ensemble Distillation NeurIPS 2022 Generalized Ambiguity Decomposition for Ranking Ensemble Learning JMLR 2022 Global Tracking via Ensemble of Local Trackers CVPR 2022 Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning IJCAI 2022 How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022 How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022 Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022 HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SemEval 2022 HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022 HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution NeurIPS 2022 IALE: Imitating Active Learner Ensembles JMLR 2022