| 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 |
| MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER | Aug 31, 2021 | Cross-Lingual NERData Augmentation | CodeCode Available | 1 |
| How Does Adversarial Fine-Tuning Benefit BERT? | Aug 31, 2021 | Continual LearningDependency Parsing | —Unverified | 0 |
| 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 |
| RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations | Aug 30, 2021 | SentenceWord Similarity | CodeCode Available | 0 |
| Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics | Aug 29, 2021 | DescriptiveSentence | —Unverified | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Aug 29, 2021 | Event ExtractionSentence | CodeCode Available | 1 |
