Research Article
Fusing Part-of-Speech Information in Low-Resource Neural Paraphrase Generation
Table 4
Performance of RNN-based models on COCO datasets.
| Dataset | Model | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-L |
| COCO20K | base | 6.15 (±0.23) | 35.32 (±0.22) | 10.86 (±0.23) | 29.71 (±0.18) | add | 6.2 (±0.14) | 35.77 (±0.11)††† | 11.01 (±0.06) | 30.03 (±0.07)††† | cat | 6.27 (±0.21) | 35.74 (±0.15)††† | 11.04 (±0.18) | 30.01 (±0.17)†† | dc | 6.4 (±0.05)†† | 35.8 (±0.26)†† | 11.46 (±0.15)††† | 30.36 (±0.27)††† |
| COCO50K | base | 6.9 (±0.04) | 37.41 (±0.2) | 12.02 (±0.16) | 31.42 (±0.12) | add | 6.99 (±0.2) | 37.54 (±0.14) | 12.19 (±0.07)†† | 31.6 (±0.09)†† | cat | 6.92 (±0.19) | 37.6 (±0.09)† | 12.11 (±0.12) | 31.58 (±0.08)†† | dc | 6.99 (±0.1)† | 37.56 (±0.21) | 12.44 (±0.18)††† | 31.76 (±0.19)††† |
| COCO | base | 7.68 (±0.03) | 39.18 (±0.17) | 13.11 (±0.1) | 32.95 (±0.09) | add | 7.61 (±0.14) | 39.15 (±0.18) | 13.13 (±0.11) | 32.91 (±0.12) | cat | 7.55 (±0.15) | 39.13 (±0.15) | 13.02 (±0.13) | 32.89 (±0.14) | dc | 7.62 (±0.09) | 39.21 (±0.15) | 13.3 (±0.13)†† | 33.03 (±0.05)† |
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