Data Augmentation

SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022 Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation NAACL 2022 SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach EMNLP 2022 Sibylvariant Transformations for Robust Text Classification ACL 2022 SIMBAR: Single Image-Based Scene Relighting for Effective Data Augmentation for Automated Driving Vision Tasks CVPR 2022 Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond ICLR 2022 Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022 Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022 SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022 SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy Interspeech 2022 Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ACL 2022 SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022 SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging EMNLP 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022 Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns WACV 2022 SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SemEval 2022 Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022 Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech Interspeech 2022 Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NeurIPS 2022 SPLICEOUT: A Simple and Efficient Audio Augmentation Method Interspeech 2022 Stackmix: a complementary mix algorithm UAI 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022 SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022