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Data Augmentation

3,622 papers

Papers per year

Papers

PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation EACL 2023
Retrieval-Based Transformer for Table Augmentation ACL 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks SEMEVAL 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions ICCV 2023
Estimating Numbers without Regression EACL 2023
DSHacker at SemEval-2023 Task 3: Genres and Persuasion Techniques Detection with Multilingual Data Augmentation through Machine Translation and Text Generation SEMEVAL 2023
Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SEMEVAL 2023
VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia SEMEVAL 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement ICCV 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023
PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023
WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis SEMEVAL 2023
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision MIDL 2023
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification WACV 2023
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis ACL 2023
Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SEMEVAL 2023
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation WACV 2023
MIM4DD: Mutual Information Maximization for Dataset Distillation NIPS 2023
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications NIPS 2023
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews ACL 2023
Compositional Data Augmentation for Abstractive Conversation Summarization ACL 2023
OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels CVPR 2023