notesum.ai
Published at November 13Knowledge Bases in Support of Large Language Models for Processing Web News
cs.CL
cs.AI
Released Date: November 13, 2024
Authors: Yihe Zhang1, Nabin Pakka1, Nian-feng Tzeng1
Aff.: 1University of Louisiana at Lafayette

| Dataset | BERTGraph | BERT | BERTGraph-l | BERTGraph-s | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Metrics | F1 | Acc | Pre | F1 | Acc | Pre | F1 | Acc | Pre | F1 | Acc | Pre |
| Snopes | 0.68 | 0.71 | 0.68 | 0.66 | 0.66 | 0.67 | 0.67 | 0.7 | 0.66 | 0.6 | 0.66 | 0.58 |
| N24News | 0.68 | 0.69 | 0.67 | 0.64 | 0.64 | 0.65 | 0.65 | 0.65 | 0.66 | 0.56 | 0.57 | 0.58 |
| Politifact | 0.29 | 0.3 | 0.27 | 0.27 | 0.28 | 0.28 | 0.23 | 0.27 | 0.25 | 0.24 | 0.28 | 0.26 |