From: Update summarization: building from scratch for Portuguese and comparing to English
ROUGE-1 | ROUGE-2 | Nouveau-ROUGE | ||||||
---|---|---|---|---|---|---|---|---|
Methods | Precision | Recall | F-measure | Precision | Recall | F-measure | Pyr | Res |
Combined method | 0.843 | 0.296 | 0.426 | 0.648 | 0.230 | 0.329 | 7.224 | 1.264 |
KLSum-Sub | 0.825 | 0.297 | 0.421 | 0.640 | 0.233 | 0.329 | 6.744 | 2.271 |
DualSum | 0.823 | 0.294 | 0.418 | 0.636 | 0.230 | 0.325 | 7.694 | 2.438 |
Novelty-Factor | 0.837 | 0.285 | 0.414 | 0.645 | 0.220 | 0.319 | 6.942 | 2.424 |
Pos-Direct | 0.831 | 0.289 | 0.418 | 0.632 | 0.222 | 0.319 | 6.639 | 2.240 |
PageRank(A+B) | 0.817 | 0.288 | 0.413 | 0.620 | 0.221 | 0.317 | 6.410 | 2.118 |
PageRank(B) | 0.822 | 0.284 | 0.411 | 0.627 | 0.218 | 0.314 | 6.642 | 2.260 |
Pos-Binary | 0.797 | 0.277 | 0.400 | 0.603 | 0.211 | 0.304 | 6.370 | 2.136 |
Pos-Geometric | 0.796 | 0.277 | 0.400 | 0.602 | 0.211 | 0.304 | 6.389 | 2.145 |
Pos-Inverse | 0.795 | 0.277 | 0.400 | 0.601 | 0.211 | 0.304 | 6.383 | 2.141 |
PNR2 | 0.785 | 0.271 | 0.392 | 0.595 | 0.207 | 0.299 | 6.239 | 2.087 |
RSumm | 0.714 | 0.247 | 0.356 | 0.444 | 0.149 | 0.217 | 2.049 | 0.586 |