| Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models | Nov 15, 2023 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark | Nov 15, 2023 | Cross-Lingual NERMultilingual Named Entity Recognition | CodeCode Available | 1 |
| calamanCy: A Tagalog Natural Language Processing Toolkit | Nov 13, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Developing a Named Entity Recognition Dataset for Tagalog | Nov 13, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| LLMaAA: Making Large Language Models as Active Annotators | Oct 30, 2023 | Active LearningDataset Generation | CodeCode Available | 1 |
| Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications | Oct 30, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset | Oct 24, 2023 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Continual Named Entity Recognition without Catastrophic Forgetting | Oct 23, 2023 | Continual LearningContinual Named Entity Recognition | CodeCode Available | 1 |
| NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval | Oct 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition | Oct 21, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
