| Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders | Oct 8, 2020 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 1 |
| Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning | Oct 6, 2020 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup | Oct 5, 2020 | Active LearningData Augmentation | CodeCode Available | 1 |
| Local Additivity Based Data Augmentation for Semi-supervised NER | Oct 4, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 |
| Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models | Oct 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DWIE: an entity-centric dataset for multi-task document-level information extraction | Sep 26, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP | Sep 18, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 1 |
| Biomedical named entity recognition using BERT in the machine reading comprehension framework | Sep 3, 2020 | Machine Reading Comprehensionnamed-entity-recognition | CodeCode Available | 1 |
| GREEK-BERT: The Greeks visiting Sesame Street | Aug 27, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
