Crosslingual Document Classification on RCV1 RCV2 EN -> DE (test)
92.7AccuracyBinclusion
Evaluation results
| Method | Links | |
|---|---|---|
| BinclusionTraining Data=Euro500kReuters2014.12 | 92.7 | |
| Binclusion (reduced vocabulary)Training Data=Euro500kReuters2014.12 | 92.6 | |
| BAE-crTraining Data=EuroFullReuters2014.12 | 91.8 | |
| BinclusionTraining Data=EuroFullReuters2014.12 | 90.8 | |
| Binclusion (Bi)Training Data=EuroFullReuters2014.12 | 89.8 | |
| BI+Embedding dimension=1282014.04 | 88.1 | |
| BAE-crTraining Data=Euro500kReuters2014.12 | 87.9 | |
| BinclusionTraining Data=EuroFull2014.12 | 87.8 | |
| ADD+Embedding dimension=1282014.04 | 87.7 | |
| BI+Embedding dimension=402014.04 | 86.9 | |
| BinclusionTraining Data=Euro500k2014.12 | 86.8 | |
| BiLBOWATraining Data=Euro500k2014.12 | 86.5 | |
| ADDEmbedding dimension=1282014.04 | 86.4 | |
| ADD+Embedding dimension=402014.04 | 86.2 | |
| BAE-crTraining Data=Euro500k2014.12 | 86.1 | |
| BIEmbedding dimension=1282014.04 | 86.1 | |
| ADDTraining Data=Euro500k2014.12 | 83.7 | |
| ADDEmbedding dimension=402014.04 | 83.7 | |
| BIEmbedding dimension=402014.04 | 83.4 | |
| I-MatrixTraining Data=EuroFullReuters2014.12 | 77.6 | |
| I-Matrix2014.04 | 77.6 | |
| Machine Translation2014.12 | 68.1 | |
| MT2014.04 | 68.1 | |
| Glossed2014.12 | 65.1 | |
| Glossed2014.04 | 65.1 | |
| Majority Class2014.12 | 46.8 | |
| Majority Class2014.04 | 46.8 |