Table 2.
Surface linguistic diversity.
| N-gram overlap measure | Naïve LLaMAa | TH-VAEb | LLaMA | Human |
| ROUGE-1 | 0.36 | 0.47 | 0.48 | 0.28 |
| ROUGE-2 | 0.10 | 0.17 | 0.17 | 0.05 |
| ROUGE-3 | 0.04 | 0.08 | 0.07 | 0.01 |
| ROUGE-L | 0.23 | 0.38 | 0.38 | 0.22 |
| ROUGE-S2 | 0.09 | 0.15 | 0.15 | 0.04 |
| ROUGE-SU2 | 0.16 | 0.23 | 0.23 | 0.11 |
| Average | 0.17 | 0.25 | 0.25 | 0.12 |
aLLaMA: large language model Meta AI.
bTH-VAE: timeline-hierarchical variational autoencoder.