conftrace_

data augmentation

3,121 papers

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Also known as

DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence NeurIPS 2020 Fortifying Toxic Speech Detectors Against Veiled Toxicity EMNLP 2020 GAN-Based Data Generation for Speech Emotion Recognition Interspeech 2020 GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020 Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020 Generating Diverse Translation by Manipulating Multi-Head Attention AAAI 2020 Generating Inflectional Errors for Grammatical Error Correction in Hindi AACL 2020 Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations EMNLP 2020 Generative Data Augmentation for Commonsense Reasoning EMNLP 2020 Good-Enough Compositional Data Augmentation ACL 2020 GradAug: A New Regularization Method for Deep Neural Networks NeurIPS 2020 Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation UAI 2020 Hard Negative Mixing for Contrastive Learning NeurIPS 2020 HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech Detection COLING 2020 Heavy-tailed Representations, Text Polarity Classification & Data Augmentation NeurIPS 2020 High-contrast “gaudy” images improve the training of deep neural network models of visual cortex NeurIPS 2020 How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020 How Should Markup Tags Be Translated? EMNLP 2020 How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020 How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue EMNLP 2020 How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020 Implicit Discourse Relation Classification: We Need to Talk about Evaluation ACL 2020 Improved Guided Source Separation Integrated with a Strong Back-End for the CHiME-6 Dinner Party Scenario Interspeech 2020 Improved Noisy Student Training for Automatic Speech Recognition Interspeech 2020 Improving Auto-Augment via Augmentation-Wise Weight Sharing NeurIPS 2020