Matching Question and Answer on Yahoo! Answers (test)
78.5Precision@1 (Top 5)three stacked LC-LSTMs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| three stacked LC-LSTMsk=50, layers=32016.05 | 78.5 | 66.2 | |
| three stacked TC-LSTMsk=50, layers=32016.05 | 77 | 65.3 | |
| LC-LSTMsk=502016.05 | 76.1 | 64.1 | |
| LC-LSTMs (Single Direction)k=50, direction=single2016.05 | 75.4 | 63 | |
| TC-LSTMsk=502016.05 | 74.9 | 62.9 | |
| TC-LSTMs (Single Direction)k=50, direction=single2016.05 | 74.3 | 62.4 | |
| Attention LSTMsk=502016.05 | 73.5 | 62 | |
| single LSTMk=502016.05 | 68.2 | 53.9 | |
| parallel LSTMsk=502016.05 | 66.9 | 52.1 | |
| NBOWk=502016.05 | 63.9 | 47.6 | |
| Random Guess2016.05 | 20 | 10 |