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

An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving AACL 2025

Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025

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

Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification CVPR 2025

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

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

Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? AACL 2025

Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025

Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SEMEVAL 2025

ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution CVPR 2025

EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision AAAI 2025

TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025

A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025

MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025

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

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025

tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SEMEVAL 2025

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

Revisiting In-Context Learning with Long Context Language Models ACL 2025

Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025

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

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

LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025

SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025