Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks
37982Knowledge Triples
| Source Entity | Relationship | Target Entity |
|---|---|---|
|
Hybrid Method
Method |
combines |
Aleatoric Uncertainty
OtherEntity |
|
Hybrid Method
Method |
combines |
Epistemic Uncertainty
OtherEntity |
|
Hybrid Method
Method |
outperforms |
Toxicity Detection
Task |
|
Toxicity Detection
Task |
requires |
Uncertainty Estimation
Method |
|
Uncertainty Estimation
Method |
includes |
Aleatoric Uncertainty
OtherEntity |
|
Uncertainty Estimation
Method |
includes |
Epistemic Uncertainty
OtherEntity |