Data Augmentation

ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding IJCNLP 2025 A CLIP-Powered Framework for Robust and Generalizable Data Selection ICLR 2025 Action Sequence Augmentation for Action Anticipation ICLR 2025 Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws ICLR 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution CVPR 2025 Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025 Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation CVPR 2025 AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025 A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025 A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025 A Large-Scale Benchmark for Vietnamese Sentence Paraphrases NAACL 2025 Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation ICLR 2025 A Little Human Data Goes A Long Way ACL 2025 All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SemEval 2025 An Augmentation-Aware Theory for Self-Supervised Contrastive Learning ICML 2025 An empirical study of validating synthetic data for formula generation NAACL 2025 A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset AAAI 2025 ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages EMNLP 2025