Data Augmentation

ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR Interspeech 2024 Robust Laughter Segmentation with Automatic Diverse Data Synthesis Interspeech 2024 Robust Neural Machine Translation for Abugidas by Glyph Perturbation EACL 2024 RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition AAAI 2024 Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification ICLR 2024 ROUGE-K: Do Your Summaries Have Keywords? NAACL 2024 Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ACL 2024 RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation AAAI 2024 SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data AISTATS 2024 SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation ICLR 2024 Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024 Sample Selection via Contrastive Fragmentation for Noisy Label Regression NeurIPS 2024 Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task EMNLP 2024 SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text SemEval 2024 Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment AAAI 2024 Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024 Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic CVPR 2024 Scaling laws for learning with real and surrogate data NeurIPS 2024 Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 Schema-based Data Augmentation for Event Extraction COLING 2024 SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification NeurIPS 2024 Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024 SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model NAACL 2024