Quote Retrieval on NOVELQR
55Delta HR@5NOVELQR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NOVELQRBaseline=QUILL, Experiment=Main Experiment2025.12 | 55 | 39 | 34 | |
| NOVELQRBaseline=QR + w/o Re, Experiment=Main Experiment2025.12 | 35 | 25 | 21 | |
| NOVELQRBaseline=LR + bm25, Experiment=Main Experiment2025.12 | 30 | 21 | 22 | |
| NOVELQRBaseline=Self-BLEU, Experiment=Novelty Ablation2025.12 | 20 | 12 | 8 | |
| NOVELQRBaseline=Embedding-Dis, Experiment=Novelty Ablation2025.12 | 20 | 10 | 8 | |
| NOVELQRBaseline=LR + w/o Re, Experiment=Main Experiment2025.12 | 15 | 7 | 5 | |
| NOVELQRBaseline=Surprisal, Experiment=Novelty Ablation2025.12 | 15 | 7 | 5 | |
| NOVELQRBaseline=LR + Bge-large, Experiment=Main Experiment2025.12 | 14 | 12 | 12 | |
| NOVELQRBaseline=KL-Div, Experiment=Novelty Ablation2025.12 | 9 | 8 | 8 | |
| NOVELQRBaseline=KL-Div + NT, Experiment=Novelty Ablation2025.12 | 9 | 6 | 5 | |
| NOVELQRBaseline=LR + Qwen3-Re, Experiment=Main Experiment2025.12 | 8 | 3 | 0 | |
| NOVELQRBaseline=Surprisal + NT, Experiment=Novelty Ablation2025.12 | 8 | 7 | 6 | |
| NOVELQRBaseline=Uniform Avg, Experiment=Novelty Ablation2025.12 | 7 | 5 | 4 | |
| NOVELQRBaseline=TopK Avg, Experiment=Novelty Ablation2025.12 | 5 | 4 | 3 | |
| NOVELQRBaseline=LR + GPT, Experiment=Main Experiment2025.12 | 4 | 4 | 2 |