Summarization on Reddit TIFU
15.81ROUGE-1HTLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HTLMzero-shot=true, prompting strategy=manually engineered, size hints=true2021.07 | 15.81 | 2.98 | 10.54 | |
| PEGASUSzero-shot=true2021.07 | 14.66 | 3.06 | 10.17 | |
| HTLMzero-shot=true, prompting strategy=autoprompting, size hints=true2021.07 | 8.15 | 2.92 | 9.75 | |
| HTLMzero-shot=true, prompting strategy=autoprompting, size hints=false2021.07 | 6.71 | 1.98 | 7.86 | |
| Senti-UniLM2025.12 | 0.6774 | 0.1824 | 0.5893 | |
| UniLM2025.12 | 0.5449 | 0.1358 | 0.4456 | |
| ECPE-Textrank2025.12 | 0.5264 | 0.1347 | 0.4755 | |
| TextRank2025.12 | 0.5051 | 0.1232 | 0.4617 | |
| Bart-Finetunetraining_mode=fine-tuned2025.12 | 0.2352 | 0.0619 | 0.1932 | |
| Pegasus2025.12 | 0.1898 | 0.0589 | 0.1824 |