data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025

Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025

Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025

Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025

CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025

VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction COLING 2025

Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025

Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025

From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025

Transplant Then Regenerate: A New Paradigm for Text Data Augmentation EMNLP 2025

DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025

Diffusion-Based Generative Regularization for Supervised Discriminative Learning WACV 2025

JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data CVPR 2025

MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis CVPR 2025

Dynamic Motion Blending for Versatile Motion Editing CVPR 2025

Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025

SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025

A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025

BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training CVPR 2025

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025

SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025

Minority-Focused Text-to-Image Generation via Prompt Optimization CVPR 2025

Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025