Slides: Data Augmentation
| Paper | Conference |
|---|---|
| Logic-Guided Data Augmentation and Regularization for Consistent Question Answering | ACL20 short |
| DARE: Data Augmented Relation Extraction with GPT-2 | |
| Meta Pseudo Labels | |
| ☆ Data Augmentation using Pre-trained Transformer Models | |
| ☆ Do Not Have Enough Data? Deep Learning to the Rescue! | AAAI20 |
| XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering | |
| ☆ Conditional BERT Contextual Augmentation | ICCS19 |
| Automatically Learning Data Augmentation Policies for Dialogue Tasks | EMNLP19 |
| ☆ Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents | EMNLP19 |
| ☆ EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks | EMNLP19 |
| ☆ Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations | NAACL18 |
| ☆ Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding | COLING18 |