Ensemble Learning

Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018 Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018 NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification EMNLP 2018 TencentFmRD Neural Machine Translation for WMT18 EMNLP 2018 The AFRL WMT18 Systems: Ensembling, Continuation and Combination EMNLP 2018 The MLLP-UPV German-English Machine Translation System for WMT18 EMNLP 2018 The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP 2018 UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models EMNLP 2018 AdaGAN: Boosting Generative Models NeurIPS 2017 A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis EMNLP 2017 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017 Confident Multiple Choice Learning ICML 2017 Unfolding and Shrinking Neural Machine Translation Ensembles EMNLP 2017 Ensemble Learning for Multi-Source Neural Machine Translation COLING 2016 Hedged Deep Tracking CVPR 2016 Residual Networks Behave Like Ensembles of Relatively Shallow Networks NeurIPS 2016 Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles NeurIPS 2016 Swapout: Learning an ensemble of deep architectures NeurIPS 2016 Backpropagation for Energy-Efficient Neuromorphic Computing NeurIPS 2015 Alternating Decision Forests CVPR 2013 Ensemble Learning for Confidence Measures in Stereo Vision CVPR 2013 Ensemble Video Object Cut in Highly Dynamic Scenes CVPR 2013 Boosting Algorithms for Maximizing the Soft Margin NeurIPS 2007