| Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering | Mar 29, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 | Mar 20, 2023 | BenchmarkingDe-identification | CodeCode Available | 1 |
| A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries | Mar 13, 2023 | Music Recommendationnamed-entity-recognition | CodeCode Available | 1 |
| A Neural Span-Based Continual Named Entity Recognition Model | Feb 23, 2023 | Continual LearningContinual Named Entity Recognition | CodeCode Available | 1 |
| FiNER-ORD: Financial Named Entity Recognition Open Research Dataset | Feb 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition | Feb 14, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition | Feb 13, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| Lightweight Transformers for Clinical Natural Language Processing | Feb 9, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing | Feb 5, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
