← Keywords

data augmentation

3037 papers

Explore in graph

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

Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024
Empowering Low-Resource Regional Languages with Lexicons : A Comparative Study of NLP Tools for Morphosyntactic Analysis COLING 2024
QuickRender: A Photorealistic Procedurally Generated Dataset with Applications to Super Resolution (Student Abstract) AAAI 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation COLING 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024
Claim-Centric and Sentiment Guided Graph Attention Network for Rumour Detection COLING 2024
Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach COLING 2024
Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024
SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations COLING 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion CVPR 2024
Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot COLING 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024
Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation COLING 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024
Synthetic-Error Augmented Parsing of Swedish as a Second Language: Experiments with Word Order COLING 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
Duration Dynamics: Fin-Turbo’s Rapid Route to ESG Impact Insight COLING 2024
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024
Combating Insider Threat in the Open-World Environments: Identification, Monitoring, and Data Augmentation AAAI 2024
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024
ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024