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Ensemble Methods

233 directly classified papers

Papers per year

Papers

Arabic Named Entity Recognition: What Works and What’s Next ACL 2019
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions JMLR 2019
Generalization-Aware Structured Regression towards Balancing Bias and Variance IJCAI 2018
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation JMLR 2018
OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018
CTSys at SemEval-2018 Task 3: Irony in Tweets SEMEVAL 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification NAACL 2018
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter SEMEVAL 2018
Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018
NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers SEMEVAL 2018
When do random forests fail? NIPS 2018
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018
CatBoost: unbiased boosting with categorical features NIPS 2018
Exclusivity Regularized Machine: A New Ensemble SVM Classifier IJCAI 2017
UPC-USMBA at SemEval-2017 Task 3: Combining multiple approaches for CQA for Arabic SEMEVAL 2017
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis SEMEVAL 2017
Combining Global Models for Parsing Universal Dependencies CONLL 2017
Label Distribution Learning Forests NIPS 2017
NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis SEMEVAL 2017
IBA-Sys at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News SEMEVAL 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NIPS 2017
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis SEMEVAL 2017
Age Group Classification with Speech and Metadata Multimodality Fusion EACL 2017
Integrating Specialized Classifiers Based on Continuous Time Markov Chain IJCAI 2017