All Relationships
Total Relationships: 103278
| Source Entity | Source Type | Relationship | Target Entity | Type | Paper ID |
|---|---|---|---|---|---|
| Active Learning | method | incorporates | Transfer Learning | method | 32319.0 |
| Active Learning | method | increases | BLEU | metric | 23580.0 |
| Active Learning | method | integrates | Joint Optimization | method | 37664.0 |
| Active Learning | method | involves | Starting and Stopping AL | otherentity | 30626.0 |
| Active Learning | method | isA | Classification Methods | method | 17615.0 |
| Active Learning | method | isBasedOn | Quality Estimation | task | 16113.0 |
| Active Learning | method | isBasedOn | Query by Committee | method | 23891.0 |
| Active Learning | method | mitigates | Data Labeling | task | 9098.0 |
| Active Learning | method | optimizes | Annotation Process | task | 26714.0 |
| Active Learning | method | optimizes | ModelTraining | task | 9098.0 |
| Active Learning | method | outperforms | Passive Learning | method | 44568.0 |
| Active Learning | method | outperforms | Random Sampling | method | 23891.0 |
| Active Learning | method | outperforms | Random Selection | method | 44186.0 |
| Active Learning | method | provides | Computational Tool | otherentity | 20328.0 |
| Active Learning | method | reduces | Human Effort | metric | 43712.0 |
| Active Learning | method | requires | Labeled Examples | otherentity | 35001.0 |
| Active Learning | method | requires | Labeled Examples Percentage | metric | 36176.0 |
| Active Learning | method | resultsIn | Performance Improvement | metric | 36125.0 |
| Active Learning | method | supports | Text Classification | task | 8491.0 |
| Active Learning | method | usedFor | Multi Label Classification | task | 14872.0 |