Data-to-text generation on SPNLG (test)
40.61BLEUTable2seq-beam
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Table2seq-beamDecoding Strategy=beam search2020.02 | 40.61 | 6.31 | 38.67 | 56.95 | 3.74 | 97.14 | |
| Table2seq-pretrainPre-training=true2020.02 | 40.56 | 6.33 | 38.51 | 56.32 | 3.75 | 100 | |
| VTMRaw Data Usage=true2020.02 | 40.04 | 6.25 | 38.31 | 56.48 | 3.64 | 88.77 | |
| VTM-norawRaw Data Usage=false2020.02 | 39.94 | 6.22 | 38.42 | 56.72 | 3.66 | 88.92 | |
| VTM-norawTraining Objective=w/o LMI - Lpt, Raw Data Usage=false2020.02 | 39.63 | 6.24 | 38.35 | 56.36 | 3.7 | 92.54 | |
| VTMTraining Objective=w/o Lpc, Raw Data Usage=true2020.02 | 39.58 | 6.24 | 38.3 | 56.24 | 3.69 | 87.2 | |
| VTM-norawTraining Objective=w/o LMI, Raw Data Usage=false2020.02 | 38.33 | 6.02 | 37.77 | 55.92 | 3.51 | 96.55 | |
| Table2seq-sampleDecoding Strategy=sampling2020.02 | 34.97 | 5.68 | 35.46 | 52.74 | 3 | 65.69 | |
| Temp-KN2020.02 | 6.45 | 0.45 | 12.53 | 27.6 | 0.23 | 37.85 |