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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

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
ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection CVPR 2023
QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SEMEVAL 2023
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
RWSC-Fusion: Region-Wise Style-Controlled Fusion Network for the Prohibited X-Ray Security Image Synthesis CVPR 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023
Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification EMNLP 2023
Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study EMNLP 2023
An Integrated Search System for Korea Weather Data EMNLP 2023
Scaling Neural ITN for Numbers and Temporal Expressions in Tamil: Findings for an Agglutinative Low-resource Language EMNLP 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023
MixupE: Understanding and improving Mixup from directional derivative perspective UAI 2023
Low-resource grapheme-to-phoneme mapping with phonetically-conditioned transfer ACL 2023
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models IJCAI 2023
DREAM: Efficient Dataset Distillation by Representative Matching ICCV 2023
Findings from the Bambara - French Machine Translation Competition (BFMT 2023) EACL 2023
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023
Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation EACL 2023
DATScore: Evaluating Translation with Data Augmented Translations EACL 2023
PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification CVPR 2023
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers EACL 2023
Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023