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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

CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets EMNLP 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020
Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks CVPR 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
Predictive inference is free with the jackknife+-after-bootstrap NIPS 2020
Bayesian Deep Ensembles via the Neural Tangent Kernel NIPS 2020
Ensembling geophysical models with Bayesian Neural Networks NIPS 2020
Learning under Model Misspecification: Applications to Variational and Ensemble methods NIPS 2020
Agnostic Learning with Multiple Objectives NIPS 2020
Online Decision Based Visual Tracking via Reinforcement Learning NIPS 2020
A Novel Model for Imbalanced Data Classification AAAI 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020
Practical Federated Gradient Boosting Decision Trees AAAI 2020
Ensembles of Locally Independent Prediction Models AAAI 2020
Conclusion-Supplement Answer Generation for Non-Factoid Questions AAAI 2020
Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020
Learning Transferable Adversarial Examples via Ghost Networks AAAI 2020
Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020
ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract) AAAI 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020
Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020
Countering hate on social media: Large scale classification of hate and counter speech EMNLP 2020
NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training EMNLP 2020
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
Towards More Accurate Uncertainty Estimation In Text Classification EMNLP 2020