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data augmentation

3052 papers

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DA

Co-occurring keywords

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

SMMix: Self-Motivated Image Mixing for Vision Transformers ICCV 2023
SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023
Frequency-dependent Image Reconstruction Error for Micro Defect Detection ACML 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023
Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023
Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection CONLL 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques ACL 2023
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