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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 76–97 of 97 papers

TitleStatusHype
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuningCode1
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation—0
SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection—0
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption—0
Text Augmentation for Language Models in High Error Recognition ScenarioCode1
Empirical Study of Text Augmentation on Social Media Text in Vietnamese—0
Empirical Study of Text Augmentation on Social Media Text in VietnameseCode0
Prediction of ICD Codes with Clinical BERT Embeddings and Text Augmentation with Label Balancing using MIMIC-III—0
Deep Transformer based Data Augmentation with Subword Units for Morphologically Rich Online ASR—0
An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets—0
Text Data Augmentation: Towards better detection of spear-phishing emails—0
On the Effectiveness of Neural Text Generation based Data Augmentation for Recognition of Morphologically Rich Speech—0
"Hinglish" Language -- Modeling a Messy Code-Mixed Language—0
Improving short text classification through global augmentation methodsCode0
Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesCode0
Robust Authorship Verification with Transfer Learning—0
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksCode2
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIsCode0
Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs—0
Sequence-to-Sequence Data Augmentation for Dialogue Language UnderstandingCode0
Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsCode0
Learning to Compose Domain-Specific Transformations for Data AugmentationCode0
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