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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
LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs?—0
LLMvsSmall Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model—0
Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?—0
Back Translation Survey for Improving Text Augmentation—0
Multimodal AI on Wound Images and Clinical Notes for Home Patient Referral—0
Neural Data-to-Text Generation with LM-based Text Augmentation—0
On the Effectiveness of Neural Text Generation based Data Augmentation for Recognition of Morphologically Rich Speech—0
Performance Improvement of Language-Queried Audio Source Separation Based on Caption Augmentation From Large Language Models for DCASE Challenge 2024 Task 9—0
Prediction of ICD Codes with Clinical BERT Embeddings and Text Augmentation with Label Balancing using MIMIC-III—0
Probabilistic Linguistic Knowledge and Token-level Text Augmentation—0
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