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Ensemble Learning

188 papers

Papers per year

30
27
'20
'25

Papers

ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023
Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023
Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding EMNLP 2023
DetectiveRedasers at ArAIEval Shared Task: Leveraging Transformer Ensembles for Arabic Deception Detection EMNLP 2023
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space - Transformer Ensemble Models Tackling Deception and Persuasion EMNLP 2023
AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023
SANA at NADI 2023 shared task: Ensemble of Layer-Wise BERT-based models for Dialectal Arabic Identification EMNLP 2023
Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023
TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA EMNLP 2023
El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries ICML 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SEMEVAL 2023
Diverse Weight Averaging for Out-of-Distribution Generalization NIPS 2022
Learning Debiased Classifier with Biased Committee NIPS 2022
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation NIPS 2022
Deep Combinatorial Aggregation NIPS 2022
Deep Ensembles Work, But Are They Necessary? NIPS 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022