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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

On Lp-norm Robustness of Ensemble Decision Stumps and Trees ICML 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness ICML 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020
Greedy Convex Ensemble IJCAI 2020
Phishing Scam Detection on Ethereum: Towards Financial Security for Blockchain Ecosystem IJCAI 2020
Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks IJCAI 2020
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges INTERSPEECH 2020
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks AAAI 2020
Transductive Ensemble Learning for Neural Machine Translation AAAI 2020
Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020
Metaphor Detection using Ensembles of Bidirectional Recurrent Neural Networks ACL 2020
Metaphor Detection using Context and Concreteness ACL 2020
Exploring Model Consensus to Generate Translation Paraphrases ACL 2020
Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation ACL 2020
Fast End-to-end Coreference Resolution for Korean EMNLP 2020
NRC Systems for Low Resource German-Upper Sorbian Machine Translation 2020: Transfer Learning with Lexical Modifications EMNLP 2020
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020
RTM Ensemble Learning Results at Quality Estimation Task EMNLP 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
ARES: A Reading Comprehension Ensembling Service EMNLP 2020
HW-TSC’s Participation in the WMT 2020 News Translation Shared Task EMNLP 2020
TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020