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ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
KDELAB at SemEval-2020 Task 12: A System for Estimating Aggression of Tweets Using Two Layers of BERT Features COLING 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification COLING 2020
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019
Multimodal Machine Learning for Automated ICD Coding MLHC 2019
Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019
Versatile Multiple Choice Learning and Its Application to Vision Computing CVPR 2019
Predicting Suicide Risk from Online Postings in Reddit The UGent-IDLab submission to the CLPysch 2019 Shared Task A NAACL 2019
Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases IJCNLP 2019
Regularized Gradient Boosting NIPS 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019
PyOD: A Python Toolbox for Scalable Outlier Detection JMLR 2019
Boosting for Comparison-Based Learning IJCAI 2019
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue ACL 2019
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ACL 2019
UVA Wahoos at SemEval-2019 Task 6: Hate Speech Identification using Ensemble Machine Learning SEMEVAL 2019
MoonGrad at SemEval-2019 Task 3: Ensemble BiRNNs for Contextual Emotion Detection in Dialogues SEMEVAL 2019
XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019
Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? CVPR 2019
Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate NIPS 2019
Optimal Minimal Margin Maximization with Boosting ICML 2019
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese NAACL 2019
Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation NAACL 2019
Zeyad at SemEval-2019 Task 6: That’s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets. SEMEVAL 2019