Data Augmentation

KGAST: From Knowledge Graphs to Annotated Synthetic Texts ACL 2024 KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024 Label Augmentation As Inter-Class Data Augmentation for Conditional Image Synthesis With Imbalanced Data WACV 2024 LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation EMNLP 2024 LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024 Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-Authentication ICLR 2024 Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi ACL 2024 Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 Lean Workbook: A large-scale Lean problem set formalized from natural language math problems NeurIPS 2024 Learning from Wrong Predictions in Low-Resource Neural Machine Translation COLING 2024 Learning “look-ahead” nonlocal traffic dynamics in a ring road L4DC 2024 Learning Polynomial Problems with SL(2, R)-Equivariance ICLR 2024 Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech Interspeech 2024 Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation WACV 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 Learning To Generate Training Datasets for Robust Semantic Segmentation WACV 2024 Learning to Read Analog Gauges from Synthetic Data WACV 2024 LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024 Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL 2024 Leveraging Large Language Models for Code-Mixed Data Augmentation in Sentiment Analysis EMNLP 2024 Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation ACL 2024 Leveraging Synthetic Data To Learn Video Stabilization Under Adverse Conditions WACV 2024 Leveraging the Power of Data Augmentation for Transformer-Based Tracking WACV 2024 Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024