Knowledge Base Question Generation on WebQuestions (test)
32.05METEORJointGT (BART)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| JointGT (BART)Number of parameters=160M2021.06 | 32.05 | 30.02 | 55.6 | — | — | |
| JointGT (BART)Backbone=BART, Pre-trained on KG-to-text=true, Finetuned on QG data=true2020.04 | 32.05 | — | — | 30.02 | 55.6 | |
| BARTNumber of parameters=140M2021.06 | 31.48 | 29.61 | 55.42 | — | — | |
| JointGT (T5)Number of parameters=265M2021.06 | 31.29 | 28.95 | 54.47 | — | — | |
| JointGT (T5)Backbone=T52020.04 | 31.29 | — | — | 28.95 | 54.47 | |
| G2S_edge + AE2020.04 | 31.12 | — | — | 29.4 | 55.23 | |
| SOTA-NPT2021.06 | 30.96 | 29.45 | 55.45 | — | — | |
| G2S+AE2020.04 | 30.96 | — | — | 29.45 | 55.45 | |
| T5Number of parameters=220M2021.06 | 30.55 | 28.78 | 55.12 | — | — | |
| MHQG+AE2020.04 | 29.69 | — | — | 11.57 | 35.53 | |
| L2A2020.04 | 25.24 | — | — | 6.01 | 26.95 | |
| Transformer2020.04 | 13.79 | — | — | 8.94 | 32.63 |