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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023
DREAM: Efficient Dataset Distillation by Representative Matching ICCV 2023
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models IJCAI 2023
The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers EACL 2023
DATScore: Evaluating Translation with Data Augmented Translations EACL 2023
Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation EACL 2023
Findings from the Bambara - French Machine Translation Competition (BFMT 2023) EACL 2023
MixupE: Understanding and improving Mixup from directional derivative perspective UAI 2023
UniBoe’s at SemEval-2023 Task 10: Model-Agnostic Strategies for the Improvement of Hate-Tuned and Generative Models in the Classification of Sexist Posts ACL 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction ACL 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions ICCV 2023
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild ICCV 2023
Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative MIDL 2023
Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering EACL 2023
QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SEMEVAL 2023
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank ACL 2023
Frequency Selective Augmentation for Video Representation Learning AAAI 2023
Gender-Inclusive Grammatical Error Correction through Augmentation ACL 2023
Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract) AAAI 2023
Better Language Models of Code through Self-Improvement ACL 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
Disfluency Generation for More Robust Dialogue Systems ACL 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023