Table-to-text generation on WIKI dataset (test)
26.74BLEUTable2seq-beam
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Table2seq-beamDecoding method=beam search2020.02 | 26.74 | 5.97 | 48.2 | 92 | |
| Table2seq-pretrainPre-training=true2020.02 | 25.43 | 5.44 | 45.86 | 99.88 | |
| VTM2020.02 | 25.22 | 5.96 | 45.36 | 74.86 | |
| VTM-LpcAblation=Without Lpc2020.02 | 22.16 | 4.28 | 40.91 | 80.39 | |
| Table2seq-sampleDecoding method=sample2020.02 | 21.75 | 5.32 | 42.09 | 36.07 | |
| VTM-norawUse raw data=false2020.02 | 21.59 | 5.02 | 39.07 | 78.19 | |
| VTM-LMIAblation=Without LMI2020.02 | 21.3 | 4.73 | 40.99 | 79.45 | |
| VTM-LMI-LptAblation=Without LMI and Lpt2020.02 | 16.2 | 3.81 | 38.04 | 84.45 | |
| Temp-KN2020.02 | 11.68 | 2.04 | 40.54 | 73.14 |