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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

Aggression Detection in Social Media using Deep Neural Networks COLING 2018
An Ensemble Approach for Aggression Identification in English and Hindi Text COLING 2018
Genre Identification and the Compositional Effect of Genre in Literature COLING 2018
The Power of Ensembles for Active Learning in Image Classification CVPR 2018
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation EMNLP 2018
Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018
EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets EMNLP 2018
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets EMNLP 2018
The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP 2018
The MLLP-UPV German-English Machine Translation System for WMT18 EMNLP 2018
The University of Cambridge’s Machine Translation Systems for WMT18 EMNLP 2018
Tencent Neural Machine Translation Systems for WMT18 EMNLP 2018
The NiuTrans Machine Translation System for WMT18 EMNLP 2018
The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18 EMNLP 2018
Ensemble of Translators with Automatic Selection of the Best Translation – the submission of FOKUS to the WMT 18 biomedical translation task – EMNLP 2018
Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines ICML 2018
NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers SEMEVAL 2018
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter SEMEVAL 2018
PickleTeam! at SemEval-2018 Task 2: English and Spanish Emoji Prediction from Tweets SEMEVAL 2018
AffecThor at SemEval-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets SEMEVAL 2018
UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models SEMEVAL 2018
Manchester Metropolitan at SemEval-2018 Task 2: Random Forest with an Ensemble of Features for Predicting Emoji in Tweets SEMEVAL 2018
BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention SEMEVAL 2018
YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension SEMEVAL 2018