Question Selection on SQuAD
0.983Grammatical Correctnessbi-gram + RT
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| bi-gram + RTsimilarity=bi-gram, combination=RT2022.09 | 0.983 | 0.98 | 0.952 | 0.95 | 0.92 | 0.937 | 0.917 | 0.948 | 0.893 | |
| tri-gram + RTsimilarity=tri-gram, combination=RT2022.09 | 0.983 | 0.987 | 0.952 | 0.953 | 0.927 | 0.933 | 0.925 | 0.951 | 0.9 | |
| bi-gram + APS + RTsimilarity=bi-gram, combination=APS + RT2022.09 | 0.977 | 0.98 | 0.947 | 0.932 | 0.905 | 0.918 | 0.905 | 0.938 | 0.877 | |
| bi-gram + APSsimilarity=bi-gram, combination=APS2022.09 | 0.972 | 0.983 | 0.943 | 0.932 | 0.903 | 0.922 | 0.867 | 0.932 | 0.857 | |
| tri-gram + APSsimilarity=tri-gram, combination=APS2022.09 | 0.972 | 0.983 | 0.945 | 0.928 | 0.91 | 0.912 | 0.878 | 0.933 | 0.862 | |
| tri-gram + APS + RTsimilarity=tri-gram, combination=APS + RT2022.09 | 0.972 | 0.98 | 0.948 | 0.928 | 0.91 | 0.912 | 0.902 | 0.936 | 0.878 | |
| bi-gramsimilarity=bi-gram2022.09 | 0.968 | 0.99 | 0.952 | 0.953 | 0.918 | 0.937 | 0.885 | 0.943 | 0.88 | |
| tri-gramsimilarity=tri-gram2022.09 | 0.968 | 0.99 | 0.943 | 0.957 | 0.928 | 0.917 | 0.89 | 0.942 | 0.885 | |
| round-trip (RT)strategy=Round-trip2022.09 | 0.962 | 0.992 | 0.927 | 0.933 | 0.9 | 0.922 | 0.903 | 0.934 | 0.872 | |
| MsType=Prompt-based Score2022.09 | 0.957 | 0.981 | 0.94 | 0.937 | 0.909 | 0.921 | 0.879 | 0.932 | 0.857 | |
| MaType=Prompt-based Score2022.09 | 0.95 | 0.983 | 0.927 | 0.953 | 0.925 | 0.905 | 0.87 | 0.93 | 0.833 | |
| APS + RTstrategy=APS, combination=RT2022.09 | 0.947 | 0.977 | 0.928 | 0.915 | 0.89 | 0.898 | 0.903 | 0.923 | 0.875 | |
| APSstrategy=Answer-Point Score2022.09 | 0.945 | 0.98 | 0.912 | 0.912 | 0.88 | 0.902 | 0.863 | 0.913 | 0.837 | |
| GTDescription=Ground Truth2022.09 | 0.937 | 0.987 | 0.943 | 0.93 | 0.925 | 0.922 | 0.887 | 0.933 | 0.87 |