From: Gene mention normalization and interaction extraction with context models and sentence motifs
Context type | Precision | Recall | F measure |
---|---|---|---|
Baseline: NER only | 9.7 | 91.1 | 17.5 |
NER + GeneRifs | 50.8 | 78.3 | 61.6 |
NER + GO terms | 46.3 | 81.2 | 59.0 |
NER + EntrezGene summaries | 49.0 | 66.7 | 56.5 |
NER + diseases | 22.7 | 43.9 | 29.9 |
NER + functions | 50.8 | 72.5 | 59.7 |
NER + keywords | 53.0 | 53.6 | 53.3 |
NER + locations | 74.2 | 14.8 | 24.7 |
NER + tissues | 39.4 | 29.1 | 33.4 |
NER + immediate context filter (heuristics) | 23.5 | 89.8 | 37.2 |
NER + immediate context filter (HMM) | 52.9 | 80.8 | 63.4 |
NER + PMIDs | 96.2 | 50.8 | 66.4 |