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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

Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs NIPS 2018
Learning to Specialize with Knowledge Distillation for Visual Question Answering NIPS 2018
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets SEMEVAL 2018
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion NIPS 2018
Modern Neural Networks Generalize on Small Data Sets NIPS 2018
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation JMLR 2018
To Tune or Not to Tune the Number of Trees in Random Forest JMLR 2018
Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task SEMEVAL 2018
HHU at SemEval-2018 Task 12: Analyzing an Ensemble-based Deep Learning Approach for the Argument Mining Task of Choosing the Correct Warrant SEMEVAL 2018
IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction SEMEVAL 2018
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets SEMEVAL 2018
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling SEMEVAL 2018
LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets SEMEVAL 2018
YNU_AI1799 at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble SEMEVAL 2018
NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs SEMEVAL 2018
Bayesian Network Classifiers Under the Ensemble Perspective PGM 2018
When do random forests fail? NIPS 2018
Diverse Ensemble Evolution: Curriculum Data-Model Marriage NIPS 2018
Deep Mutual Learning CVPR 2018
Efficient Diverse Ensemble for Discriminative Co-Tracking CVPR 2018
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems IJCAI 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018