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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

Text Style Transfer Back-Translation ACL 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023
Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023
Improving the Robustness of Summarization Systems with Dual Augmentation ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Measuring the Impact of Data Augmentation Methods for Extremely Low-Resource NMT EACL 2023
Detecting intersectionality in NER models: A data-driven approach EACL 2023
Generating Synthetic Speech from SpokenVocab for Speech Translation EACL 2023
What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection EACL 2023
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023
Two-Level Data Augmentation for Calibrated Multi-View Detection WACV 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation AAAI 2023
Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023
Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SEMEVAL 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023