Response Ranking on Ubuntu Dialog Corpus v1 (test)
91.6Recall@1 (1/2)HRDE-LTC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HRDE-LTCLTC module=enabled2017.10 | 91.6 | 68.4 | 82.2 | 96 | |
| Ensemblesource=Our Architectures, composition=11 LSTMs, 7 Bi-LSTMs and 10 CNNs2015.10 | 91.5 | 68.3 | 81.8 | 95.7 | |
| HRDE2017.10 | 91.5 | 68.1 | 82 | 95.9 | |
| RDE-LTCLTC module=enabled2017.10 | 90.3 | 65.6 | 79.4 | 94.8 | |
| LSTMsource=Our Architectures, parameters=shared, hidden units=200, batch size=2562015.10 | 90.1 | 63.8 | 78.4 | 94.9 | |
| LSTM2017.10 | 90.1 | 63.8 | 78.4 | 94.9 | |
| RDE2017.10 | 89.8 | 64.3 | 78.4 | 94.5 | |
| BiMPM2017.10 | 89.7 | 66.5 | 78.6 | 93.8 | |
| Bi-LSTMsource=Our Architectures, parameters=shared, hidden units=250, batch size=1282015.10 | 89.5 | 63 | 78 | 94.4 | |
| CompAgg2017.10 | 88.4 | 63.1 | 75.3 | 92.7 | |
| LSTMsource=Baselines from [1]2015.10 | 87.8 | 60.4 | 74.5 | 92.6 | |
| CNNsource=Our Architectures, parameters=shared, filters=400 length 1, 100 length 2, 100 length 3, batch size=2562015.10 | 84.8 | 54.9 | 68.4 | 89.6 | |
| CNN2017.10 | 84.8 | 54.9 | 68.4 | 89.6 | |
| RNNsource=Baselines from [1]2015.10 | 76.8 | 40.3 | 54.7 | 81.9 | |
| TF-IDFsource=Baselines from [1]2015.10 | 65.9 | 41 | 54.5 | 70.8 | |
| TF-IDF2017.10 | 65.9 | 41 | 54.5 | 70.8 |