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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

Automatic Data Acquisition for Event Coreference Resolution EACL 2021
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation EACL 2021
Learning Curves for Analysis of Deep Networks ICML 2021
Consistency Regularization for Cross-Lingual Fine-Tuning IJCNLP 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training IJCNLP 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation IJCNLP 2021
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021 IJCNLP 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 IJCNLP 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task IJCNLP 2021
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving WACV 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation IJCNLP 2021
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes IJCNLP 2021
Improved English to Hindi Multimodal Neural Machine Translation IJCNLP 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability IJCNLP 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI IJCNLP 2021
Unleash GPT-2 Power for Event Detection IJCNLP 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection IJCNLP 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes IJCNLP 2021
BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection IJCNLP 2021
Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL 2020
Quantifying the Evaluation of Heuristic Methods for Textual Data Augmentation EMNLP 2020
A little goes a long way: Improving toxic language classification despite data scarcity EMNLP 2020
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation EMNLP 2020
Understanding tables with intermediate pre-training EMNLP 2020
Multi-Modality Matters: A Performance Leap on VoxCeleb INTERSPEECH 2020