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Ensemble Learning

433 papers

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Papers

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions EMNLP 2020
An exploratory approach to the Parallel Corpus Filtering shared task WMT20 EMNLP 2020
Volctrans Parallel Corpus Filtering System for WMT 2020 EMNLP 2020
TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020
Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment INTERSPEECH 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media SEMEVAL 2020
Random Tessellation Forests NIPS 2019
Faster Boosting with Smaller Memory NIPS 2019
Regularized Gradient Boosting NIPS 2019
Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate NIPS 2019
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NIPS 2019
Margin-Based Generalization Lower Bounds for Boosted Classifiers NIPS 2019
Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019
The Kelly Growth Optimal Portfolio with Ensemble Learning AAAI 2019
Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience AAAI 2019
MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019
Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions AAAI 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling ACL 2019
Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning ACL 2019