Personalized Citation Identification on LaMP-1 1.0 (test)
81.3AccuracyTAP-PER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAP-PERBackbone=Qwen3-4B, Approach=Model-based, variant=+Pu2026.06 | 81.3 | 81.3 | |
| TAP-PERBackbone=Qwen3-4B, Approach=Model-based, variant=+Pq2026.06 | 72.4 | 72 | |
| P2PBackbone=Qwen3-4B, Approach=Model-based, variant=single2026.06 | 69 | 68.5 | |
| OPPUBackbone=Qwen3-4B, Approach=Model-based, variant=+pag2026.06 | 68.3 | 68.2 | |
| PER-PCSBackbone=Qwen3-4B, Approach=Model-based, variant=+pag2026.06 | 67.5 | 67.4 | |
| PAGBackbone=Qwen3-4B, Approach=Prompt-based, k=02026.06 | 64.2 | 64.1 | |
| OPPUBackbone=Qwen3-4B, Approach=Model-based, variant=base2026.06 | 64.2 | 63.4 | |
| OPPUBackbone=Qwen3-4B, Approach=Model-based, variant=+rag2026.06 | 62.6 | 62.5 | |
| RAGBackbone=Qwen3-4B, Approach=Prompt-based, k=12026.06 | 61.8 | 61.3 | |
| RAGBackbone=Qwen3-4B, Approach=Prompt-based, k=22026.06 | 61.8 | 61.6 | |
| RAGBackbone=Qwen3-4B, Approach=Prompt-based, k=42026.06 | 61.8 | 60.5 | |
| PER-PCSBackbone=Qwen3-4B, Approach=Model-based, variant=+rag2026.06 | 60.2 | 59.8 | |
| PAGBackbone=Qwen3-4B, Approach=Prompt-based, k=12026.06 | 58.5 | 55.9 | |
| PER-PCSBackbone=Qwen3-4B, Approach=Model-based, variant=base2026.06 | 58.5 | 57.6 | |
| TAP-PERBackbone=Qwen3-4B, Approach=Model-based, variant=base2026.06 | 58.5 | 56.6 |