| Paper | Code | AI | Literature | Music | Politics | Science | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data | ✓ Link | 61.7 | 64.9 | 69.9 | 71.7 | 65.4 | NuNERZero span | 2024-02-23 |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | ✓ Link | 61.6 | 62.7 | 68.4 | 60.2 | 56.3 | GoLLIE | 2023-10-05 |
| InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction | ✓ Link | 49.0 | 47.2 | 53.2 | 48.2 | 49.3 | InstructUIE | 2023-04-17 |
| PromptNER: Prompting For Named Entity Recognition | 40.7 | 21.3 | 24.5 | 20.3 | 40.6 | ChatGPT | 2023-05-24 |