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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

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024
Synthetic-Error Augmented Parsing of Swedish as a Second Language: Experiments with Word Order COLING 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization NAACL 2024
I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data AAAI 2024
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024
TRIBBLE - TRanslating IBerian languages Based on Limited E-resources EMNLP 2024
Training on Foveated Images Improves Robustness to Adversarial Attacks NIPS 2023
Disfluency Generation for More Robust Dialogue Systems ACL 2023
Back-Modality: Leveraging Modal Transformation for Data Augmentation NIPS 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NIPS 2023
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation NIPS 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models NIPS 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model NIPS 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023
VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia ACL 2023
Towards Better Hierarchical Text Classification with Data Generation ACL 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023
Understanding the detrimental class-level effects of data augmentation NIPS 2023