Data Augmentation

Asking and Answering Questions to Extract Event-Argument Structures COLING 2024 ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024 Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations AAAI 2024 ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ACL 2024 Assemblage: Automatic Binary Dataset Construction for Machine Learning NeurIPS 2024 A Study of the Class Imbalance Problem in Abusive Language Detection NAACL 2024 A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024 A Taxonomy for Data Contamination in Large Language Models ACL 2024 ATLAS: A System for PDF-centric Human Interaction Data Collection NAACL 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024 AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images ICLR 2024 Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024 AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids ACL 2024 AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes EACL 2024 Automating Dataset Production Using Generative Text and Image Models COLING 2024 A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NeurIPS 2024 Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods EMNLP 2024 Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection Interspeech 2024 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NeurIPS 2024 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024 Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models Interspeech 2024 Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions CVPR 2024 BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training CoNLL 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024