| Towards Improving Adversarial Training of NLP Models | Sep 1, 2021 | Domain GeneralizationSentence | CodeCode Available | 1 |
| MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER | Aug 31, 2021 | Cross-Lingual NERData Augmentation | CodeCode Available | 1 |
| Plan-then-Generate: Controlled Data-to-Text Generation via Planning | Aug 31, 2021 | Data-to-Text GenerationDiversity | CodeCode Available | 1 |
| Sentence Bottleneck Autoencoders from Transformer Language Models | Aug 31, 2021 | DecoderDenoising | CodeCode Available | 1 |
| AEDA: An Easier Data Augmentation Technique for Text Classification | Aug 30, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| NEREL: A Russian Dataset with Nested Named Entities, Relations and Events | Aug 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Aug 29, 2021 | Event ExtractionSentence | CodeCode Available | 1 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Aug 26, 2021 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Semantic-Preserving Adversarial Text Attacks | Aug 23, 2021 | Adversarial TextSemantic Similarity | CodeCode Available | 1 |
