data augmentation

CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods COLING 2022 Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022 Can Synthetic Translations Improve Bitext Quality? ACL 2022 CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SemEval 2022 Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap ICLR 2022 ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022 Class-Balanced Active Learning for Image Classification WACV 2022 Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension ACL 2022 CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model EMNLP 2022 CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation EMNLP 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Combining Simple but Novel Data Augmentation Methods for Improving Conformer ASR Interspeech 2022 Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts EMNLP 2022 Commonality in Natural Images Rescues GANs: Pretraining GANs With Generic and Privacy-Free Synthetic Data CVPR 2022 Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022 Compositional Generalization for Kinship Prediction through Data Augmentation NAACL 2022 Conditional set generation using Seq2seq models EMNLP 2022 Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data AAAI 2022 ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022 Consistency Regularization for Adversarial Robustness AAAI 2022 ContextGen: Targeted Data Generation for Low Resource Domain Specific Text Classification AISTATS 2022 Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022