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Text Augmentation

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

Papers

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Showing 11–20 of 97 papers

TitleStatusHype
Text Augmentation for Language Models in High Error Recognition ScenarioCode1
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?Code1
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIPCode1
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuningCode1
Pretraining Language Models with Text-Attributed Heterogeneous GraphsCode1
Story Visualization by Online Text Augmentation with Context MemoryCode1
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentationCode0
Empirical Study of Text Augmentation on Social Media Text in VietnameseCode0
BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions DatasetCode0
Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccinesCode0
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