Data Augmentation

CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation EMNLP 2022 CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality NAACL 2022 Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework SemEval 2022 Collecting high-quality adversarial data for machine reading comprehension tasks with humans and models in the loop NAACL 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 ComMU: Dataset for Combinatorial Music Generation NeurIPS 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 Generative Model Based Predicate-Aware Query Approximation AAAI 2022 Conditional set generation using Seq2seq models EMNLP 2022 Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data 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 Controllable Dialogue Simulation with In-context Learning EMNLP 2022 Controlled Data Generation via Insertion Operations for NLU NAACL 2022 Controlled Language Generation for Language Learning Items EMNLP 2022 Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues ACL 2022 Conversational QA Dataset Generation with Answer Revision COLING 2022 ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval EMNLP 2022 CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022 Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling EMNLP 2022 Correlation Field for Boosting 3D Object Detection in Structured Scenes AAAI 2022 Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022 Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022