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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

Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
An Extensive Exploration of Back-Translation in 60 Languages ACL 2023
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners EACL 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification SEMEVAL 2023
Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023
What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection EACL 2023
Generating Synthetic Speech from SpokenVocab for Speech Translation EACL 2023
Detecting intersectionality in NER models: A data-driven approach EACL 2023
Measuring the Impact of Data Augmentation Methods for Extremely Low-Resource NMT EACL 2023
HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy ACL 2023
One-Shot Synthesis of Images and Segmentation Masks WACV 2023
Intra-Source Style Augmentation for Improved Domain Generalization WACV 2023
Synthetic Latent Fingerprint Generator WACV 2023
DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification WACV 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023
ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis ACL 2023
Sartipi-Sedighin at SemEval-2023 Task 2: Fine-grained Named Entity Recognition with Pre-trained Contextual Language Models and Data Augmentation from Wikipedia ACL 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism ACL 2023