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data augmentation

3052 papers

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DA

Co-occurring keywords

text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers ICCV 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective ICCV 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
Improving Crowded Object Detection via Copy-Paste AAAI 2023
Better and Faster: Adaptive Event Conversion for Event-Based Object Detection AAAI 2023
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion AAAI 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023
ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers ACL 2023
NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques ACL 2023
SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing ACL 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023
Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting EACL 2023
Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation EACL 2023
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023
Exploiting Summarization Data to Help Text Simplification EACL 2023
Data-Efficient Methods For Improving Hate Speech Detection EACL 2023
Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023
Rethinking Translation Memory Augmented Neural Machine Translation ACL 2023
An Effective Approach for Informational and Lexical Bias Detection EACL 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023