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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

CoAug: Combining Augmentation of Labels and Labelling Rules ACL 2023 Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SemEval 2023 COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NeurIPS 2023 CodeNLP at SemEval-2023 Task 2: Data Augmentation for Named Entity Recognition by Combination of Sequence Generation Strategies SemEval 2023 Compositional Data Augmentation for Abstractive Conversation Summarization ACL 2023 Consistent Text Categorization using Data Augmentation in e-Commerce ACL 2023 Context-aware Medication Event Extraction from Unstructured Text ACL 2023 Context Consistency Regularization for Label Sparsity in Time Series ICML 2023 Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study ICCV 2023 Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering EACL 2023 Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data EMNLP 2023 ConvRGX: Recognition, Generation, and Extraction for Self-trained Conversational Question Answering ACL 2023 Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns EACL 2023 CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023 Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023 Cross-Lingual Data Augmentation For Thai Question-Answering EMNLP 2023 Cross-modality Data Augmentation for End-to-End Sign Language Translation EMNLP 2023 CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation NeurIPS 2023 CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023 CUDA: Curriculum of Data Augmentation for Long-tailed Recognition ICLR 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023 CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending CVPR 2023 Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation WACV 2023