Citation Recommendation on FullTextPeerRead (test)
62.16Recall@5SymTax (SciV)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SymTax (SciV)Language Model=SciBERT, Taxonomy Fusion=vector-based2024.05 | 62.16 | 75.05 | 83.98 | 92.94 | 44.72 | 35 | |
| HAtten2024.05 | 50.27 | 57.88 | 62.63 | 65.14 | 35.66 | 28.47 | |
| SymTax (SpecG)Language Model=SPECTER, Taxonomy Fusion=graph-based2024.05 | 46.11 | 62.66 | 76.19 | 88.99 | 30.87 | 20.9 | |
| BM25Implementation=Elastic Search2024.05 | 26.88 | 33.71 | 40.76 | 51.68 | 17.5 | 21.36 | |
| SciNCL2024.05 | 21.73 | 31.04 | 42.17 | 57.22 | 14.52 | 9.35 |