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Ensemble Learning

188 papers

Papers per year

30
27
'20
'25

Papers

Peer Collaborative Learning for Online Knowledge Distillation AAAI 2021
A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection ACL 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection ACL 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation ACL 2021
Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction ACL 2021
Masksembles for Uncertainty Estimation CVPR 2021
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics CVPR 2021
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021
Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021
ICL’s Submission to the WMT21 Critical Error Detection Shared Task EMNLP 2021
Learning Neural Network Subspaces ICML 2021
The Diversified Ensemble Neural Network NIPS 2020
Collegial Ensembles NIPS 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks AAAI 2020
Transductive Ensemble Learning for Neural Machine Translation AAAI 2020
Learning Transferable Adversarial Examples via Ghost Networks AAAI 2020
ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020
Single Model Ensemble using Pseudo-Tags and Distinct Vectors ACL 2020
Metaphor Detection using Ensembles of Bidirectional Recurrent Neural Networks ACL 2020