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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

Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025 Word-level Cross-lingual Structure in Large Language Models COLING 2025 You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025 Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ACL 2025 Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning EMNLP 2025 Zero Shot Generalization of Vision-Based RL Without Data Augmentation ICML 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SemEval 2024 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation AAAI 2024 A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024 A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition Interspeech 2024 Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment Interspeech 2024 Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser NAACL 2024 Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024 Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024 Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024 Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NeurIPS 2024 Adversarial AutoMixup ICLR 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 A Generative Model of Symmetry Transformations NeurIPS 2024 Align and Augment: Generative Data Augmentation for Compositional Generalization EACL 2024 All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification EMNLP 2024 A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages EACL 2024