SOTAVerified

Text Augmentation

You can read these blog posts to get an overview of the approaches.

Papers

Showing 110 of 97 papers

TitleStatusHype
A Survey on Data Augmentation in Large Model EraCode2
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksCode2
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?Code1
Image, Text, and Speech Data Augmentation using Multimodal LLMs for Deep Learning: A SurveyCode1
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIPCode1
PairAug: What Can Augmented Image-Text Pairs Do for Radiology?Code1
CLAP: Isolating Content from Style through Contrastive Learning with Augmented PromptsCode1
Pretraining Language Models with Text-Attributed Heterogeneous GraphsCode1
Story Visualization by Online Text Augmentation with Context MemoryCode1
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering FrameworkCode1
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