Data Augmentation

Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SemEval 2022 Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR Interspeech 2022 Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations NeurIPS 2022 Is it out yet? Automatic Future Product Releases Extraction from Web Data EMNLP 2022 Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022 ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity SemEval 2022 It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022 JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods SemEval 2022 JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams SemEval 2022 Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NeurIPS 2022 KPDROP: Improving Absent Keyphrase Generation EMNLP 2022 Kubric: A Scalable Dataset Generator CVPR 2022 Last Layer Marginal Likelihood for Invariance Learning AISTATS 2022 Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization WACV 2022 Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022 Learning Maritime Obstacle Detection From Weak Annotations by Scaffolding WACV 2022 Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022 Learning to Annotate Part Segmentation with Gradient Matching ICLR 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 Learning to Generate Examples for Semantic Processing Tasks NAACL 2022 Learning to Generate Overlap Summaries through Noisy Synthetic Data EMNLP 2022 Learning with Limited Text Data ACL 2022 Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning WACV 2022 Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022