Data Augmentation

Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources EACL 2021 eTranslation’s Submissions to the WMT 2021 News Translation Task EMNLP 2021 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021 EventDrop: Data Augmentation for Event-based Learning IJCAI 2021 Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm AAAI 2021 Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021 Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification ACL 2021 Explanation-based Data Augmentation for Image Classification NeurIPS 2021 Exploring Inspiration Sets in a Data Programming Pipeline for Product Moderation ACL 2021 Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing NAACL 2021 Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis ACL 2021 Extending Neural Keyword Extraction with TF-IDF tagset matching EACL 2021 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation ICCV 2021 FAST: Fast Annotation tool for SmarT devices EMNLP 2021 FedMix: Approximation of Mixup under Mean Augmented Federated Learning ICLR 2021 Few-shot learning through contextual data augmentation EACL 2021 Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images IJCAI 2021 Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning NAACL 2021 Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech EMNLP 2021 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021 Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods Interspeech 2021 From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ACL 2021 Functional Space Analysis of Local GAN Convergence ICML 2021 Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement Interspeech 2021 Generalization in Instruction Following Systems NAACL 2021