Data Augmentation

BachGAN: High-Resolution Image Synthesis From Salient Object Layout CVPR 2020 Balancing via Generation for Multi-Class Text Classification Improvement EMNLP 2020 Boosting Neural Machine Translation with Similar Translations ACL 2020 Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data CVPR 2020 Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020 Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation EMNLP 2020 Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020 Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors ACL 2020 Data Diversification: A Simple Strategy For Neural Machine Translation NeurIPS 2020 DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020 DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020 Differentiable Augmentation for Data-Efficient GAN Training NeurIPS 2020 Diversifying Dialogue Generation with Non-Conversational Text ACL 2020 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020 Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020 Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation NeurIPS 2020 GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020 Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020 Generating Diverse Translation by Manipulating Multi-Head Attention AAAI 2020 Good-Enough Compositional Data Augmentation ACL 2020 How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020 How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020 Improving Auto-Augment via Augmentation-Wise Weight Sharing NeurIPS 2020 iNLTK: Natural Language Toolkit for Indic Languages EMNLP 2020