Table 6 Examples of false negatives, false positives.
From: Exploiting question-answer framework with multi-GRU to detect adverse drug reaction on social media
Example tweet | Annotation label | Prediction label | Category |
---|---|---|---|
This cipro is some urrrrrrious hit | None-ADR | ADR | Free expression |
How do guys ejaculate on paxil?? antidepressants | ADR | None-ADR | Label error |
Trazodone is no joke. Slept through every alarm | ADR | None-ADR | Inadequate semantic information |
Cymbalta, you ‘re driving me insame | None-ADR | ADR | Label error |