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data augmentation

3,121 papers

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Also known as

DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025 Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025 LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025 Learning Cross-Dialectal Morphophonology with Syllable Structure Constraints COLING 2025 Learning Physics-Based Full-Body Human Reaching and Grasping from Brief Walking References CVPR 2025 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ACL 2025 LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LLM-based phoneme-to-grapheme for phoneme-based speech recognition Interspeech 2025 LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025 LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025 LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? NAACL 2025 LLM-Synth4KWS: Scalable Automatic Generation and Synthesis of Confusable Data for Custom Keyword Spotting Interspeech 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ACL 2025 Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025 Low-Resource Sign Language Glossing Profits From Data Augmentation AACL 2025 LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025 L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement ICLR 2025 MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025 Masking meets Supervision: A Strong Learning Alliance CVPR 2025 Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025