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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 41–50 of 97 papers

TitleStatusHype
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation for ClassificationCode0
Evaluation Metrics for Text Data Augmentation in NLP—0
ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis—0
Text Augmentation in a Multi-Task View—0
Batch Aggregation: An Approach to Enhance Text Classification with Correlated Augmented Data—0
"Hinglish" Language -- Modeling a Messy Code-Mixed Language—0
Augmenty: A Python Library for Structured Text Augmentation—0
Improving Fast-slow Encoder based Transducer with Streaming Deliberation—0
Text Augmentation Techniques in Drug Adverse Effect Detection Task—0
IndiText Boost: Text Augmentation for Low Resource India Languages—0
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