Citation Retrieval on ASQA
1,673Helpful Citation CountSPIRE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPIRERetrieval Pipeline=End-to-end pipeline (embedding + contextual filtering), Citation Budget=1000-token2026.02 | 1,673 | 2,058 | 81.3 | |
| EMBEDDING_RETRIEVALRetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 1,236 | 2,010 | 61.5 | |
| BGERetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 998 | 1,658 | 60.2 | |
| EMBEDDING_RETRIEVAL_NOCTXRetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 767 | 1,872 | 41 |