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Data Augmentation

3622 directly classified papers

Papers per year

Papers

PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution CVPR 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025
Prompt-Guided Augmentation and Multi-modal Fusion for Argumentative Fallacy Classification in Political Debates ACL 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers CVPR 2025
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram ACL 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
Penalizing Boundary Activation for Object Completeness in Diffusion Models ICCV 2025
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025
Decoupled Diffusion Sparks Adaptive Scene Generation ICCV 2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution ICCV 2025
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025
ABCD at SemEval-2025 Task 9: BERT-based and Generation-based models combine with advanced weighted majority soft voting strategy ACL 2025
ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025
Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025
BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025
Dynamic and Adaptive Feature Generation with LLM IJCAI 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025