News Headline Generation on LaMP News Headline
21.5ROUGE-1 ScoreC-BPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C-BPOTraining Paradigm=Preference Opt.2026.05 | 21.5 | 19.8 | |
| CoPETraining Paradigm=Preference Opt.2026.05 | 20.5 | 18.4 | |
| OPPUTraining Paradigm=SFT-based2026.05 | 20.3 | 18.2 | |
| TAMTraining Paradigm=SFT-based2026.05 | 20 | 17.9 | |
| BCOTraining Paradigm=Preference Opt.2026.05 | 19.7 | 17.9 | |
| KTOTraining Paradigm=Preference Opt.2026.05 | 19.1 | 17.3 | |
| RAGTraining Paradigm=Non-Tuned2026.05 | 14.1 | 12.4 | |
| Base ModelTraining Paradigm=Non-Tuned2026.05 | 11.9 | 10.5 | |
| PAGTraining Paradigm=Non-Tuned2026.05 | 11.8 | 10.2 |