Table 2.
Results of discrimination of 10 authors by BERT.
| Corpus | BERT | Recall | Precision | F1 |
|---|---|---|---|---|
| Corpus A | TohokuBERT(T) | 0.653 ± 0.209 | 0.640 ± 0.201 | 0.642 ± 0.201 |
| AozoraBERT(A) | 0.973 ± 0.044 | 0.970 ± 0.067 | 0.969 ± 0.037 | |
| AozoraWikiBERT(AW) | 0.973 ± 0.044 | 0.970 ± 0.048 | 0.970 ± 0.026 | |
| DeBERTa(De) | 0.752 ± 0.215 | 0.680 ± 0.162 | 0.691 ± 0.153 | |
| StockMarkBERT(S) | 0.619 ± 0.210 | 0.600 ± 0.211 | 0.600 ± 0.187 | |
| Corpus B | TohokuBERT(T) | 0.762 ± 0.151 | 0.740 ± 0.117 | 0.744 ± 0.120 |
| AozoraBERT(A) | 0.813 ± 0.210 | 0.770 ± 0.195 | 0.773 ± 0.167 | |
| AozoraWikiBERT(AW) | 0.838 ± 0.116 | 0.820 ± 0.114 | 0.820 ± 0.074 | |
| DeBERTa(De) | 0.834 ± 0.118 | 0.820 ± 0.063 | 0.823 ± 0.070 | |
| StockMarkBERT(S) | 0.706 ± 0.126 | 0.690 ± 0.110 | 0.692 ± 0.099 |
Bold values indicate the maximum for each corpus.