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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

Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation NIPS 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries NAACL 2024
Targeted Augmentation for Low-Resource Event Extraction NAACL 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024
JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024
SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection EACL 2024
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024
Compilation of a Synthetic Judeo-French Corpus EACL 2024
Exploring the impact of noise in low-resource ASR for Tamil EACL 2024
Looking within the self: Investigating the Impact of Data Augmentation with Self-training on Automatic Speech Recognition for Hupa EACL 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation ACL 2024
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control NIPS 2024
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness NAACL 2024
Complex question generation using discourse-based data augmentation EACL 2024
IUST at ClimateActivism 2024: Towards Optimal Stance Detection: A Systematic Study of Architectural Choices and Data Cleaning Techniques EACL 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024
MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024
Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning ACML 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking CVPR 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion CVPR 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024