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Ensemble Learning

347 directly classified papers

Papers per year

Papers

MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection ACL 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
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
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media SEMEVAL 2020
Outlier Detection Ensemble with Embedded Feature Selection AAAI 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler NIPS 2020
ARES: A Reading Comprehension Ensembling Service 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
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
ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NIPS 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting AAAI 2020
Practical Federated Gradient Boosting Decision Trees AAAI 2020
Ensembles of Locally Independent Prediction Models AAAI 2020
POST: POlicy-Based Switch Tracking AAAI 2020
A Hybrid System for NLPTEA-2020 CGED Shared Task AACL 2020
Ensemble Approaches for Uncertainty in Spoken Language Assessment INTERSPEECH 2020