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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Style Quantization for Data-Efficient GAN Training CVPR 2025
IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025
BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification ACL 2025
FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation AAAI 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025
To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025
MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection ACL 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025
Investigating the Effect of Backtranslation for Indic Languages COLING 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
Angeliki Linardatou at SemEval-2025 Task 11: Multi-label Emotion Detection ACL 2025
Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports ACL 2025
Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025
BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data CVPR 2025