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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

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ACL 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ACL 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection ACL 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection ACL 2021
Mask Guided Matting via Progressive Refinement Network CVPR 2021
Ensembling With Deep Generative Views CVPR 2021
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort CVPR 2021
Hallucination Improves Few-Shot Object Detection CVPR 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Truly Shift-Invariant Convolutional Neural Networks CVPR 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021
AutoFlow: Learning a Better Training Set for Optical Flow CVPR 2021
AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach EMNLP 2021
Revisiting Self-training for Few-shot Learning of Language Model EMNLP 2021
AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021
LightTag: Text Annotation Platform EMNLP 2021
NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue EMNLP 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints EMNLP 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models EMNLP 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021