Context Prioritization on Contract-NLI
100Recall@3METEORA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| METEORAVariant=w/o Verifier2025.05 | 100 | 34 | |
| METEORA2025.05 | 100 | 35 | |
| METEORAVariant=w/o Expansion2025.05 | 97 | 45 | |
| METEORAVariant=w/o DPO2025.05 | 95 | 37 | |
| SBERTBackbone=E5-Large-v22025.05 | 92 | 34 | |
| Cross-EncoderBackbone=BGE-Reranker-Large2025.05 | 92 | 37 | |
| Finetuned-SBERT2025.05 | 92 | 39 | |
| SBERTBackbone=MiniLM-L4-v22025.05 | 91 | 38 | |
| Cross-EncoderBackbone=MiniLM-L4-v22025.05 | 91 | 38 | |
| Contriever2025.05 | 89 | 36 | |
| RankRAGParameters=8b2025.05 | 77 | 23 | |
| RankLLaMAParameters=7b2025.05 | 73 | 24 |