Table 5 Significance analysis of the performance improvement of the proposed model compared to other models.
From: Transformer-based prototype network for Chinese nested named entity recognition
Datasets | ACE2005 | ChiNesE | People’s Daily | |||
|---|---|---|---|---|---|---|
Models | Mulco | MSTPN | Mulco | MSTPN | Mulco | MSTPN |
\(\mu \left( \% \right)\) | 85.92 | 86.36 | 84.52 | 84.87 | 96.19 | 96.42 |
\(\sigma\) | 0.017 | 0.013 | 0.007 | 0.024 | 0.023 | 0.025 |
n | 5 | 5 | 5 | |||
\(\rho\) | 0.685 | 0.890 | 0.356 | |||
\(\Delta\) | 0 | 0 | 0 | |||
df | 4 | 4 | 4 | |||
tStat | -10.14 | -8.45 | -2.94 | |||
\(P(T<t)\) | 0.0003 | 0.0005 | 0.0212 | |||
t | 2.132 | 2.132 | 2.132 | |||
