Data Augmentation

BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023 Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023 Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023 Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023 Boosting Multi-modal Model Performance with Adaptive Gradient Modulation ICCV 2023 Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023 Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023 BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics ACL 2023 Byte Pair Encoding for Symbolic Music EMNLP 2023 CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification SemEval 2023 Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023 Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023 CAPTDURE: Captioned Sound Dataset of Single Sources Interspeech 2023 Capturing Formality in Speech Across Domains and Languages Interspeech 2023 CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023 CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023 Causal Balancing for Domain Generalization ICLR 2023 CDA: A Contrastive Data Augmentation Method for Alzheimer’s Disease Detection ACL 2023 CEE-Net: Complementary End-to-End Network for 3D Human Pose Generation and Estimation AAAI 2023 Center-Aware Adversarial Augmentation for Single Domain Generalization WACV 2023 ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers SemEval 2023 ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness EMNLP 2023 CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 2023 CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram Interspeech 2023 Clustering High-dimensional Data with Ordered Weighted ℓ_1 Regularization AISTATS 2023