Zero Shot Named Entity Recognition Ner On 1
Metrics
AI
Literature
Music
Politics
Science
Results
Performance results of various models on this benchmark
| Paper Title | ||||||
|---|---|---|---|---|---|---|
| NuNERZero span | 61.7 | 64.9 | 69.9 | 71.7 | 65.4 | NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data |
| GoLLIE | 61.6 | 62.7 | 68.4 | 60.2 | 56.3 | GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction |
| InstructUIE | 49.0 | 47.2 | 53.2 | 48.2 | 49.3 | InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction |
| ChatGPT | 40.7 | 21.3 | 24.5 | 20.3 | 40.6 | PromptNER: Prompting For Named Entity Recognition |
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