Table 7 Experiment results of the Baichuan2-7B-Base Language Model
From: Automatic recognition of cross-language classic entities based on large language models
Baichuan2-7B-Base | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Shot | ALL | FAN | JIAN | ||||||||||
Zero | all | PER | OFI | BOOK | all | PER | OFI | BOOK | all | PER | OFI | BOOK | |
F1 | 80.79 | 84.50 | 77.43 | 51.24 | 81.00 | 84.11 | 78.58 | 52.85 | 80.41 | 85.20 | 75.42 | 48.05 | |
R | 80.16 | 84.12 | 76.76 | 54.47 | 80.35 | 83.73 | 77.80 | 50.20 | 79.84 | 84.82 | 74.93 | 44.83 | |
P | 81.42 | 84.88 | 78.12 | 48.37 | 81.67 | 84.49 | 79.38 | 55.80 | 80.99 | 85.58 | 75.91 | 51.77 | |
One | F1 | 81.26 | 84.46 | 78.51 | 53.91 | 81.59 | 84.28 | 79.57 | 56.26 | 80.68 | 84.79 | 76.65 | 49.29 |
R | 80.70 | 84.26 | 77.72 | 51.11 | 80.97 | 84.03 | 78.66 | 53.54 | 80.23 | 84.66 | 76.06 | 46.36 | |
P | 81.83 | 84.67 | 79.31 | 57.04 | 82.22 | 84.53 | 80.49 | 59.26 | 81.13 | 84.91 | 77.24 | 52.61 | |
Three | F1 | 81.04 | 84.67 | 77.57 | 54.57 | 81.34 | 84.28 | 78.89 | 56.70 | 80.52 | 85.37 | 75.26 | 50.31 |
R | 80.46 | 84.36 | 76.87 | 52.02 | 80.72 | 83.93 | 78.09 | 54.53 | 80.00 | 85.11 | 74.72 | 47.13 | |
P | 81.63 | 84.99 | 78.29 | 57.39 | 81.96 | 84.63 | 79.71 | 59.06 | 81.04 | 85.62 | 75.81 | 53.95 | |
Five | F1 | 80.19 | 84.04 | 76.48 | 52.36 | 80.34 | 83.76 | 77.33 | 53.58 | 79.92 | 84.54 | 74.98 | 49.90 |
R | 79.57 | 83.63 | 75.85 | 49.67 | 79.71 | 83.33 | 76.60 | 51.57 | 79.33 | 84.15 | 74.53 | 45.98 | |
P | 80.81 | 84.46 | 77.12 | 55.36 | 80.98 | 84.20 | 78.08 | 55.74 | 80.52 | 84.93 | 75.43 | 54.55 | |
