Text Simplification on WikiLarge (test)
41.87SARIAccess
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AccessLearning Paradigm=Supervised2020.06 | 41.87 | 7.28 | 45.79 | 72.53 | 7.22 | — | 75.46 | 22.27 | |
| DMASS+DCSSExternal Knowledge=PPDB2019.06 | 40.45 | 5.72 | 42.23 | 73.41 | 7.79 | 6.69 | — | — | |
| DMassLearning Paradigm=External Knowledge Base2020.06 | 40.45 | 5.72 | 42.23 | 73.41 | 7.79 | — | — | — | |
| SBMT-SARIExternal Knowledge=PPDB2019.06 | 39.96 | 5.96 | 41.42 | 72.52 | 7.29 | 9.47 | — | — | |
| SBMT-SARILearning Paradigm=External Knowledge Base2020.06 | 39.96 | 5.96 | 41.42 | 72.52 | 7.29 | — | 73.03 | 23.44 | |
| PBMT-RFramework=MT-based TS Models2019.06 | 38.56 | 5.73 | 36.93 | 73.02 | 8.33 | 10.58 | — | — | |
| PBMT-RLearning Paradigm=Supervised2020.06 | 38.56 | 5.73 | 36.93 | 73.02 | 8.33 | — | 81.09 | 22.35 | |
| Edit-NTSLearning Paradigm=Supervised2020.06 | 38.23 | 3.36 | 39.15 | 72.13 | 7.3 | — | 86.69 | 18.87 | |
| EditNTSFramework=Edit Labelling-based TS Models2019.06 | 38.22 | 3.36 | 39.15 | 72.13 | 7.3 | 10.86 | — | — | |
| RM+EX+LSLearning Paradigm=Unsupervised2020.06 | 37.85 | 2.31 | 43.65 | 67.59 | 6.3 | — | 73.62 | 18.45 | |
| RM+EX+LS+ROLearning Paradigm=Unsupervised2020.06 | 37.58 | 2.3 | 43.97 | 66.46 | 6.69 | — | 70.15 | 19.54 | |
| EntParLearning Paradigm=Supervised2020.06 | 37.45 | — | — | — | 7.41 | — | 81.49 | — | |
| DRESS-LSFramework=MT-based TS Models2019.06 | 37.27 | 2.81 | 42.22 | 66.77 | 6.62 | 27.02 | — | — | |
| Dress-LsLearning Paradigm=Supervised2020.06 | 37.27 | 2.81 | 42.22 | 66.77 | 6.62 | — | 80.44 | 16.39 | |
| UNTSLearning Paradigm=Unsupervised2020.06 | 37.2 | 1.5 | 41.27 | 68.81 | 7.84 | — | 74.02 | 19.05 | |
| DRESSFramework=MT-based TS Models2019.06 | 37.08 | 2.94 | 43.15 | 65.15 | 6.59 | 22.28 | — | — | |
| Seq-LabelFramework=Edit Labelling-based TS Models2019.06 | 37.08 | 2.94 | 43.2 | 65.1 | 5.35 | 19.22 | — | — | |
| DressLearning Paradigm=Supervised2020.06 | 37.08 | 2.94 | 43.15 | 65.15 | 6.59 | — | 77.41 | 16.14 | |
| NSELSTMFramework=MT-based TS Models2019.06 | 36.88 | — | — | — | — | — | — | — | |
| RM+EX+ROLearning Paradigm=Unsupervised2020.06 | 36.54 | 1.73 | 36.1 | 71.79 | 6.89 | — | 85.07 | 19.24 | |
| RM+EXLearning Paradigm=Unsupervised2020.06 | 36.46 | 1.68 | 35.17 | 72.54 | 6.47 | — | 88.9 | 18.62 | |
| UNMTLearning Paradigm=Unsupervised2020.06 | 35.89 | 1.94 | 37.68 | 68.04 | 8.23 | — | 70.61 | 21.85 | |
| NTSFramework=MT-based TS Models2019.06 | 35.66 | 2.99 | 28.96 | 75.02 | 8.42 | 43.45 | — | — | |
| EncDecALearning Paradigm=Supervised2020.06 | 35.66 | 2.99 | 28.96 | 75.02 | 8.42 | — | 89.03 | 21.26 | |
| HybridFramework=MT-based TS Models2019.06 | 31.4 | 1.84 | 45.48 | 46.87 | 4.57 | 36.21 | — | — | |
| HybridLearning Paradigm=Supervised2020.06 | 31.4 | 1.84 | 45.48 | 46.87 | 4.56 | — | 48.67 | 13.38 | |
| ComplexLearning Paradigm=Baseline2020.06 | 27.87 | — | — | — | — | — | 99.39 | 22.61 | |
| Reference2019.06 | — | — | — | — | 8.88 | 15.88 | — | — |