Named Entity Recognition on FiNER-139 (test)
39.53Micro Precision (µ-P)GRaSp
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRaSpData Pool=Synthetic data, k=5000, Number of in-context examples=52026.05 | 39.53 | 47.62 | 43.2 | 35.55 | |
| GRaSpData Pool=Non-synthetic data, k=5000, Number of in-context examples=52026.05 | 36.96 | 60.32 | 45.84 | 39.18 | |
| GRaSpData Pool=Synthetic data, k=500, Number of in-context examples=52026.05 | 36.69 | 52.84 | 43.31 | 36.58 | |
| GRaSpData Pool=Non-synthetic data, k=500, Number of in-context examples=52026.05 | 36.37 | 61.01 | 45.57 | 38.86 | |
| RandomData Pool=Synthetic data, Number of in-context examples=52026.05 | 35.14 | 57.11 | 43.51 | 36.38 | |
| RandomData Pool=Non-synthetic data, Number of in-context examples=52026.05 | 33.93 | 58.4 | 42.91 | 36.43 | |
| Zero-shotEvaluation protocol=Zero-shot2026.05 | 30.64 | 58.58 | 40.23 | 33.22 |