Data Augmentation

Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023 Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023 Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting EACL 2023 MixBag: Bag-Level Data Augmentation for Learning from Label Proportions ICCV 2023 MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023 MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer ICLR 2023 MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition Interspeech 2023 Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023 MixupE: Understanding and improving Mixup from directional derivative perspective UAI 2023 MMT’s Submission for the WMT 2023 Quality Estimation Shared Task EMNLP 2023 More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking EACL 2023 Mosaic Representation Learning for Self-supervised Visual Pre-training ICLR 2023 Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation SemEval 2023 Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking EACL 2023 Multi-layered Annotation of Conversation-like Narratives in German ACL 2023 Multilingual Summarization with Factual Consistency Evaluation ACL 2023 NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques SemEval 2023 NaQ: Leveraging Narrations As Queries To Supervise Episodic Memory CVPR 2023 NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis CVPR 2023 New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023 Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023 nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023 NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SemEval 2023 NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset SemEval 2023 NLP+Vis: NLP Meets Visualization EMNLP 2023