Data Augmentation

Voice Disorder Analysis: a Transformer-based Approach Interspeech 2024 WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects Under Occlusion CVPR 2024 WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024 Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency ICLR 2024 WhatIf: Leveraging Word Vectors for Small-Scale Data Augmentation CoNLL 2024 What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning ICLR 2024 What should Baby Models read? Exploring Sample-Efficient Data Composition on Model Performance CoNLL 2024 When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels NAACL 2024 Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders IJCAI 2024 WikiSplit++: Easy Data Refinement for Split and Rephrase COLING 2024 WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia AAAI 2024 WinSyn: : A High Resolution Testbed for Synthetic Data CVPR 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML ICLR 2024 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024 You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024 Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion CVPR 2024 Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024 3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection NeurIPS 2023 AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications EMNLP 2023 ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ACL 2023 ActiveAED: A Human in the Loop Improves Annotation Error Detection ACL 2023 AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SemEval 2023 Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift ICML 2023 AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking NeurIPS 2023