Data augmentation techniques for text

[etown (Ethan Sutin)]

Here’s a list of interesting relevant articles/resources. Looking to add more to the list…

Data augmentation for NLP

Yes, since machine translation have shown impressive results, English->Intermediate Language->English works well. A very good paper on the same lines is by John Weiting : Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext

https://arxiv.org/pdf/1705.00440.pdf

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

GitHub - pfnet-research/contextual_augmentation: Contextual augmentation, a text data augmentation...

GitHub - noisemix/noisemix: NoiseMix - data generation for natural language

https://openreview.net/pdf?id=B14TlG-RW

How can I do data augmentation for text classification?

SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine...

Research directions at AYLIEN in NLP and transfer learning

What data augmentation techniques are available for deep learning …Quora › What-data-augmentation-techni…