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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification CVPR 2020
Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition CVPR 2020
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization CVPR 2020
Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation From a Blackbox Model CVPR 2020
Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020
Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL 2020
OPPO’s Machine Translation System for the IWSLT 2020 Open Domain Translation Task ACL 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation SEMEVAL 2020
Balancing via Generation for Multi-Class Text Classification Improvement EMNLP 2020
Undersensitivity in Neural Reading Comprehension EMNLP 2020
Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020
BUT-FIT at SemEval-2020 Task 4: Multilingual Commonsense SEMEVAL 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation SEMEVAL 2020
Local Additivity Based Data Augmentation for Semi-supervised NER EMNLP 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020
Training Question Answering Models From Synthetic Data EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer SEMEVAL 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020
How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue EMNLP 2020
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations EMNLP 2020
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication MLHC 2020
SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task ACL 2020
Good-Enough Compositional Data Augmentation ACL 2020