Skip to content
conftrace_

data augmentation

3,121 papers

Explore in graph

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

Generating Gender Augmented Data for NLP ACL 2021 Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs EACL 2021 GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation EMNLP 2021 Good-Enough Example Extrapolation EMNLP 2021 GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP 2021 Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021 Graph Contrastive Learning Automated ICML 2021 Grounding inductive biases in natural images: invariance stems from variations in data NeurIPS 2021 Hallucination Improves Few-Shot Object Detection CVPR 2021 HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training SemEval 2021 Handwritten Chinese Font Generation With Collaborative Stroke Refinement WACV 2021 Hidden Biases in Unreliable News Detection Datasets EACL 2021 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability ACL 2021 HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints EMNLP 2021 Homogeneous Architecture Augmentation for Neural Predictor ICCV 2021 How Data Augmentation affects Optimization for Linear Regression NeurIPS 2021 How Does Data Augmentation Affect Privacy in Machine Learning? AAAI 2021 How Does Mixup Help With Robustness and Generalization? ICLR 2021 How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks EMNLP 2021 HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP 2021 HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021 IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes SemEval 2021