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NLM WSD results comparing the baselines and the proposed methods
| AEC | MRD | |
|---|---|---|
| Initial | 0.7007 | 0.6362 |
| LSC | 0.7226† | 0.6368 |
| Coll | 0.7163 | 0.6365 |
| CollParser | 0.7233† | 0.6406 |
| 2-MRD | - | 0.7158‡ |
| 2-MRDFilter | 0.6295 | 0.6825‡ |
| MFS | 0.8550 | 0.8550 |
| NB | 0.8830 | 0.8830 |
Accuracy results of the different methods using the NLM WSD set. The Initial system consists of the knowledge-based method being evaluated and off the shelf UMLS.
