Data Augmentation

Detecting Various Types of Noise for Neural Machine Translation ACL 2022 Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022 “Devils Are in the Details”: Annotating Specificity of Clinical Advice from Medical Literature NAACL 2022 Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022 Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ACL 2022 Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers EMNLP 2022 Divide-and-Conquer Text Simplification by Scalable Data Enhancement EMNLP 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 Do deep networks transfer invariances across classes? ICLR 2022 Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022 Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022 Dual-Level Adaptive Information Filtering for Interactive Image Segmentation AISTATS 2022 DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SemEval 2022 DUTNLP Machine Translation System for WMT22 General MT Task EMNLP 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022 Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning Techniques IJCAI 2022 Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022 Efficient and Effective Augmentation Strategy for Adversarial Training NeurIPS 2022 Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NeurIPS 2022 Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022