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 | 0.344 | 0.356 | 0.349 | 0.079 | 0.082 | 0.080 | 2.174 | 0.232 |
Novelty-Factor | 0.325 | 0.336 | 0.330 | 0.077 | 0.080 | 0.078 | 2.248 | 0.248 |
Pos-Binary | 0.341 | 0.353 | 0.347 | 0.076 | 0.079 | 0.077 | 2.117 | 0.221 |
Pos-Direct | 0.341 | 0.353 | 0.347 | 0.076 | 0.079 | 0.077 | 2.117 | 0.221 |
Pos-Geometric | 0.341 | 0.353 | 0.347 | 0.076 | 0.079 | 0.077 | 2.117 | 0.221 |
Pos-Inverse | 0.341 | 0.353 | 0.347 | 0.076 | 0.079 | 0.077 | 2.117 | 0.221 |
KLSum-Sub | 0.328 | 0.339 | 0.333 | 0.076 | 0.078 | 0.077 | 2.086 | 0.213 |
PageRank(B) | 0.320 | 0.333 | 0.326 | 0.074 | 0.077 | 0.075 | 2.182 | 0.235 |
DualSum | 0.312 | 0.323 | 0.317 | 0.073 | 0.076 | 0.074 | 2.078 | 0.210 |
PageRank(A+B) | 0.315 | 0.328 | 0.322 | 0.068 | 0.071 | 0.070 | 2.058 | 0.209 |
PNR2 | 0.223 | 0.228 | 0.225 | 0.020 | 0.021 | 0.021 | 1.262 | 0.054 |