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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

Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024
Plug-In Diffusion Model for Sequential Recommendation AAAI 2024
Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot COLING 2024
Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024
Limitations of Face Image Generation AAAI 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
Claim-Centric and Sentiment Guided Graph Attention Network for Rumour Detection COLING 2024
Is a Large Language Model a Good Annotator for Event Extraction? AAAI 2024
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024
Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024
Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024
Weakly Supervised Semantic Segmentation for Driving Scenes AAAI 2024
PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration EACL 2024
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024
LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task COLING 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024
Learning from Wrong Predictions in Low-Resource Neural Machine Translation COLING 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024