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

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

Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025

Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025

Supervised Exploratory Learning for Long-Tailed Visual Recognition ICCV 2025

InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation CVPR 2025

PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection ACL 2025

CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025

Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025

SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025

A Little Human Data Goes A Long Way ACL 2025

NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning ACL 2025

Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025

TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing EMNLP 2025

Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025

OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity ACL 2025

From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025

DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ACL 2025

Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025

V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025

Diversity-oriented Data Augmentation with Large Language Models ACL 2025

Is linguistically-motivated data augmentation worth it? ACL 2025

Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025

Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025

Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025