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

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection SEMEVAL 2023

Sakura at SemEval-2023 Task 2: Data Augmentation via Translation SEMEVAL 2023

Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023

HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model ACL 2023

AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection ACL 2023

Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023

The Value of Out-of-Distribution Data ICML 2023

Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023

Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023

Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023

The Benefits of Mixup for Feature Learning ICML 2023

VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia ACL 2023

The NPU-MSXF Speech-to-Speech Translation System for IWSLT 2023 Speech-to-Speech Translation Task ACL 2023

ModelDiff: A Framework for Comparing Learning Algorithms ICML 2023

Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks ACL 2023

Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift ICML 2023

VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia SEMEVAL 2023

MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023

Sakura at SemEval-2023 Task 2: Data Augmentation via Translation ACL 2023

DSHacker at SemEval-2023 Task 3: Genres and Persuasion Techniques Detection with Multilingual Data Augmentation through Machine Translation and Text Generation ACL 2023

Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques SEMEVAL 2023

I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers SEMEVAL 2023

There’s No Data like Better Data: Using QE Metrics for MT Data Filtering EMNLP 2023

Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP 2023