Knowledge Base Question Generation on PathQuestions (test)
48.25METEORJointGT (BART)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| JointGT (BART)Number of parameters=160M2021.06 | 48.25 | 65.89 | 78.87 | — | — | |
| JointGT (BART)Backbone=BART, Pre-trained on KG-to-text=true, Finetuned on QG data=true2020.04 | 48.25 | — | — | 65.89 | 78.87 | |
| BARTNumber of parameters=140M2021.06 | 47.23 | 63.74 | 77.76 | — | — | |
| JointGT (T5)Number of parameters=265M2021.06 | 45.38 | 60.45 | 77.59 | — | — | |
| JointGT (T5)Backbone=T52020.04 | 45.38 | — | — | 60.45 | 77.59 | |
| T5Number of parameters=220M2021.06 | 44.72 | 58.95 | 76.58 | — | — | |
| G2S_edge + AE2020.04 | 44.7 | — | — | 59.59 | 75.2 | |
| SOTA-NPT2021.06 | 44.57 | 61.48 | 77.72 | — | — | |
| G2S+AE2020.04 | 44.57 | — | — | 61.48 | 77.72 | |
| Transformer2020.04 | 43.45 | — | — | 56.43 | 73.64 | |
| MHQG+AE2020.04 | 33.16 | — | — | 25.99 | 58.94 | |
| L2A2020.04 | 19.72 | — | — | 17 | 50.38 |