| ELIT: Emory Language and Information Toolkit | Sep 8, 2021 | AMR ParsingConstituency Parsing | CodeCode Available | 1 |
| Data Augmentation for Cross-Domain Named Entity Recognition | Sep 4, 2021 | Cross-Domain Named Entity RecognitionData Augmentation | CodeCode Available | 1 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| TNNT: The Named Entity Recognition Toolkit | Aug 31, 2021 | graph constructionnamed-entity-recognition | 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 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain | Aug 16, 2021 | Entity LinkingMulti-Task Learning | CodeCode Available | 1 |
| Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss | Aug 16, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models | Aug 14, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents | Aug 6, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
