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ensemble learning

1271 papers

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EL

Co-occurring keywords

text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

Age Group Classification with Speech and Metadata Multimodality Fusion EACL 2017
Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization IJCAI 2017
NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis SEMEVAL 2017
Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning CVPR 2017
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier SEMEVAL 2017
SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification SEMEVAL 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction INTERSPEECH 2017
Towards Automatically-Tuned Neural Networks AUTOML 2016
STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016
Convolutional Neural Fabrics NIPS 2016
SemiContour: A Semi-Supervised Learning Approach for Contour Detection CVPR 2016
Residual Networks Behave Like Ensembles of Relatively Shallow Networks NIPS 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles NIPS 2016
Chinese Preposition Selection for Grammatical Error Diagnosis COLING 2016
Ensemble Learning for Multi-Source Neural Machine Translation COLING 2016
A Column Generation Bound Minimization Approach with PAC-Bayesian Generalization Guarantees AISTATS 2016
User Classification with Multiple Textual Perspectives COLING 2016
Sequence Student-Teacher Training of Deep Neural Networks INTERSPEECH 2016
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016
Hedged Deep Tracking CVPR 2016
Distilling Knowledge from Ensembles of Neural Networks for Speech Recognition INTERSPEECH 2016
Fast and Flexible Monotonic Functions with Ensembles of Lattices NIPS 2016
An ensemble diversity approach to supervised binary hashing NIPS 2016
Logistic Boosting Regression for Label Distribution Learning CVPR 2016