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Text Augmentation

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

A Visual Survey of Data Augmentation in NLP

Papers

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Showing 91–97 of 97 papers

Title	Date	Tasks	Status	Hype
Robust Authorship Verification with Transfer Learning	Feb 27, 2019	Authorship VerificationGenerative Adversarial Network	—Unverified	0
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks	Jan 31, 2019	Data AugmentationGeneral Classification	CodeCode Available	2
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs	Dec 5, 2018	Data AugmentationText Augmentation	CodeCode Available	0
Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs	Oct 1, 2018	Abusive LanguageBIG-bench Machine Learning	—Unverified	0
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding	Jul 4, 2018	Data AugmentationDiversity	CodeCode Available	0
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations	May 16, 2018	Data AugmentationGeneral Classification	CodeCode Available	0
Learning to Compose Domain-Specific Transformations for Data Augmentation	Sep 6, 2017	Data AugmentationImage Augmentation	CodeCode Available	0

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