data augmentation

Topic-Conversation Relevance (TCR) Dataset and Benchmarks NeurIPS 2024 Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024 Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation NeurIPS 2024 Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory Interspeech 2024 Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NeurIPS 2024 Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation COLING 2024 Towards Editing Time Series NeurIPS 2024 Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024 Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery ICLR 2024 Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing AAAI 2024 Towards Robust Evidence-Aware Fake News Detection via Improving Semantic Perception COLING 2024 Towards Robustness to Natural Variations and Distribution Shift (Student Abstract) AAAI 2024 Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 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 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024 TRIBBLE - TRanslating IBerian languages Based on Limited E-resources EMNLP 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 Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024 Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression ICLR 2024 Understanding Bias in Large-Scale Visual Datasets NeurIPS 2024