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Ensemble Methods

267 papers

Papers per year

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27
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Papers

Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021
Analyzing the tree-layer structure of Deep Forests ICML 2021
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling ICML 2021
Machine Unlearning for Random Forests ICML 2021
Versatile Verification of Tree Ensembles ICML 2021
Efficient Training of Robust Decision Trees Against Adversarial Examples ICML 2021
SnapBoost: A Heterogeneous Boosting Machine NIPS 2020
Joints in Random Forests NIPS 2020
The Diversified Ensemble Neural Network NIPS 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
Learning from Weak-Label Data: A Deep Forest Expedition AAAI 2020
Linear Neural Parsing and Hybrid Enhancement for Enhanced Universal Dependencies ACL 2020
CASIA’s System for IWSLT 2020 Open Domain Translation ACL 2020
LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020
Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method AISTATS 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders COLING 2020
Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification COLING 2020
Arabic dialect identification: An Arabic-BERT model with data augmentation and ensembling strategy COLING 2020
Arabic Dialects Identification for All Arabic countries COLING 2020
LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier COLING 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
RTM Ensemble Learning Results at Quality Estimation Task EMNLP 2020
PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings EMNLP 2020
CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020