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Data Augmentation

487 papers

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Papers

SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion AAAI 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023
Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning AAAI 2023
Fair-CDA: Continuous and Directional Augmentation for Group Fairness AAAI 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023
Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023
LIQUID: A Framework for List Question Answering Dataset Generation AAAI 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
DISCO: Distilling Counterfactuals with Large Language Models ACL 2023
Improving the Robustness of Summarization Systems with Dual Augmentation ACL 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023
Towards Better Hierarchical Text Classification with Data Generation ACL 2023
An Extensive Exploration of Back-Translation in 60 Languages ACL 2023
Data Augmentation for Low-Resource Keyphrase Generation ACL 2023
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023
Leveraging Synthetic Targets for Machine Translation ACL 2023