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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

Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information EMNLP 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020
NRC Systems for the 2020 Inuktitut-English News Translation Task EMNLP 2020
Tilde at WMT 2020: News Task Systems EMNLP 2020
Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020
Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020
Detecting Objectifying Language in Online Professor Reviews EMNLP 2020
BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models EMNLP 2020
BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models NIPS 2020
Ensemble Distillation for Robust Model Fusion in Federated Learning NIPS 2020
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote NIPS 2020
DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles NIPS 2020
Hyperparameter Ensembles for Robustness and Uncertainty Quantification NIPS 2020
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation NIPS 2020
Towards Convergence Rate Analysis of Random Forests for Classification NIPS 2020
Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models NIPS 2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler NIPS 2020
Smaller, more accurate regression forests using tree alternating optimization ICML 2020
Self-paced Consensus Clustering with Bipartite Graph IJCAI 2020
Paralinguistic Classification of Mask Wearing by Image Classifiers and Fusion INTERSPEECH 2020
Multi-Scale Convolution for Robust Keyword Spotting INTERSPEECH 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement INTERSPEECH 2020
UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models COLING 2020