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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

A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026
VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation EACL 2026
AlignFix: A Tool for Parallel Corpora Augmentation and Refinement EACL 2026
Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts EMNLP 2025
DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting ACL 2025
ABCD at SemEval-2025 Task 9: BERT-based and Generation-based models combine with advanced weighted majority soft voting strategy ACL 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SEMEVAL 2025
Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025
Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection ACL 2025
Low-resource Buryat-Russian neural machine translation ACL 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025
Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SEMEVAL 2025
Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance ACL 2025
A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025
Revisiting In-Context Learning with Long Context Language Models ACL 2025
TdAttenMix: Top-Down Attention Guided Mixup AAAI 2025
HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation AAAI 2025
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025
TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025