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

Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025

EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025

Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models AAAI 2025

ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025

Augmenting Math Word Problems via Iterative Question Composing AAAI 2025

DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025

Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025

Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers AAAI 2025

Data Augmentation Approaches for Satellite Imagery AAAI 2025

DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SEMEVAL 2025

MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learning AAAI 2025

Beyond Perspective: Neural 360-Degree Video Compression ICCV 2025

Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025

UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble ACL 2025

Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025

KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025

FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025

Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025

CUET_Novice@DravidianLangTech 2025: A Bi-GRU Approach for Multiclass Political Sentiment Analysis of Tamil Twitter (X) Comments NAACL 2025

Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction AACL 2025

LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025

Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025

Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking AACL 2025

REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025