RoBERTa Cognitive Bias Multi-Task Model
Detects cognitive biases in STEM literature and extracts
the biased span from text.
Labels
0: Neutral | 1: Anchoring Bias | 2: Bandwagon Bias
3: Confirmation Bias | 4: Framing Bias | 5: Emotional Appeal
6: Appeal to Authority | 7: False Cause & Certainty
8: Hasty Generalization
Performance
- Macro F1: 0.864
- Span Match Rate: 98% on validation set
Usage
Load with the custom modeling file included in this repo.
