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ensemble learning

1271 papers

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EL

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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

Generalization-Aware Structured Regression towards Balancing Bias and Variance IJCAI 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
Empirical Analysis of Score Fusion Application to Combined Neural Networks for Open Vocabulary Spoken Term Detection INTERSPEECH 2018
YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model SEMEVAL 2018
Boosted Trees for Risk Prognosis MLHC 2018
Neural DrugNet EMNLP 2018
Knowledge Distillation by On-the-Fly Native Ensemble NIPS 2018
Translating a Math Word Problem to a Expression Tree EMNLP 2018
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018 EMNLP 2018
UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models EMNLP 2018
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018
Ensemble Soft-Margin Softmax Loss for Image Classification IJCAI 2018
NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification EMNLP 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis EMNLP 2018
Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018
The AFRL WMT18 Systems: Ensembling, Continuation and Combination EMNLP 2018
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification INTERSPEECH 2018
Multi-Target Ensemble Learning for Monaural Speech Separation INTERSPEECH 2017
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016 INTERSPEECH 2017
BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017
Ensemble Learning for Countermeasure of Audio Replay Spoofing Attack in ASVspoof2017 INTERSPEECH 2017
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis EMNLP 2017
HumorHawk at SemEval-2017 Task 6: Mixing Meaning and Sound for Humor Recognition SEMEVAL 2017
Gradient Boosting on Stochastic Data Streams AISTATS 2017
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction IJCNLP 2017