Cause of error | Percentage | Percentage based on text genre | |||
---|---|---|---|---|---|
literature | UpToDate | SemMedDB | |||
Entity Recognition | 6.91%(13) | 23.08%(3) | 30.77%(4) | 7.69%(1) | 38.46%(5) |
Entity Disambiguation | 7.44%(14) | 28.57%(4) | 7.14%(1) | 7.14%(1) | 57.14%(8) |
Nonexistent Relation | 16.48%(31) | 16.13%(5) | 0(0) | 6.45%(2) | 77.42%(24) |
Inaccurate Relation | 47.34%(89) | 16.85%(15) | 2.25%(2) | 2.25%(2) | 78.65%(70) |
Passive Relation | 10.63%(20) | 20%(4) | 5%(1) | 0(0) | 75%(15) |
Negation Relation | 11.17%(21) | 19.05%(4) | 0(0) | 0(0) | 80.95%(17) |