Text Rewriting on ECHR court cases
0.1Linkability Proportion (arity=1)DP-based rewriting
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DP-based rewritingepsilon (ϵ)=102025.10 | 0.1 | 0.1 | 35.8 | 61.7 | 2,736 | |
| LLM-based rewriting w/ list of spansspan extraction arity=1, base model=Qwen3-4B2025.10 | 0.1 | 43.2 | 98.7 | 97.8 | 14.2 | |
| LLM-based rewriting w/ list of spansspan extraction arity=≤ 3, base model=Qwen3-4B2025.10 | 0.2 | 0.2 | 95.9 | 94.8 | 15 | |
| DP-based rewritingepsilon (ϵ)=1002025.10 | 6.5 | 13 | 76.9 | 87.3 | 171 | |
| Handcrafted paraphrasing2025.10 | 34.8 | 61.5 | 99.2 | 97.9 | 20.4 | |
| Baseline LLM-based rewritingspecified spans=none, base model=Qwen3-4B2025.10 | 59.7 | 69.5 | 97.4 | 97.9 | 12.6 |