Meta-review summarization on PeerSum Research Articles
90CoverageAutomatic decomposition
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Automatic decompositionBackbone=Llama 70B2025.01 | 90 | 90 | 90 | |
| Human-written reference2025.01 | 80 | 80 | 80 | |
| Chunk-wise decompositionBackbone=Llama 70B2025.01 | 70 | 90 | 90 | |
| Aspect-aware decompositionBackbone=GPT-4o2025.01 | 10 | 50 | 50 | |
| Sentiment CoTBackbone=GPT-4o2025.01 | 0 | 0 | 0 | |
| Naive aspect-aware promptingBackbone=Llama 70B2025.01 | 0 | 0 | 10 |