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

Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025

Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SEMEVAL 2025

Data Augmentation Approaches for Satellite Imagery AAAI 2025

The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025

Arti-PG: A Toolbox for Procedurally Synthesizing Large-Scale and Diverse Articulated Objects with Rich Annotations ICCV 2025

Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025

HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance ACL 2025

AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SEMEVAL 2025

Benchmark Creation for Aspect-Based Sentiment Analysis in Low-Resource Odia Language and Evaluation through Fine-Tuning of Multilingual Models COLING 2025

Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025

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

AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition ACL 2025

MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025

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

PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SEMEVAL 2025

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

Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems IJCNLP 2025

CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025

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

CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025

Bahash-AI at BLP-2025 Task 1: Bangla Hate Speech Detection using Data Augmentation and Pre-trained Model IJCNLP 2025

Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025

Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation EMNLP 2025

BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025

Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text AACL 2025