Data Augmentation

Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing AAAI 2024 ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024 Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis Interspeech 2024 Translation of Multifaceted Data without Re-Training of Machine Translation Systems EMNLP 2024 TRIBBLE - TRanslating IBerian languages Based on Limited E-resources EMNLP 2024 TSDS: Data Selection for Task-Specific Model Finetuning NeurIPS 2024 TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series NeurIPS 2024 TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI SemEval 2024 Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries NAACL 2024 UM IWSLT 2024 Low-Resource Speech Translation: Combining Maltese and North Levantine Arabic ACL 2024 UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes SemEval 2024 Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates ICLR 2024 UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions NAACL 2024 Unified Graph Augmentations for Generalized Contrastive Learning on Graphs NeurIPS 2024 UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024 Universal Score-based Speech Enhancement with High Content Preservation Interspeech 2024 Unknown Domain Inconsistency Minimization for Domain Generalization ICLR 2024 Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-based Hyperspectral Image Synthesis CVPR 2024 Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ACL 2024 UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024 Video Recognition in Portrait Mode CVPR 2024 VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models NeurIPS 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation ICLR 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024