Citation Recommendation on ArSyTa (test)
21.78Recall@5SymTax (SciV)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SymTax (SciV)Language Model=SciBERT, Taxonomy Fusion=vector-based2024.05 | 21.78 | 29.76 | 38.08 | 50.29 | 14.86 | 10.18 | |
| SymTax (SpecG)Language Model=SPECTER, Taxonomy Fusion=graph-based2024.05 | 20.61 | 27.47 | 34.99 | 46.68 | 14.21 | 10.03 | |
| BM25Implementation=Elastic Search2024.05 | 17.77 | 22.03 | 26.4 | 32.69 | 11.55 | 10.06 | |
| SciNCL2024.05 | 16.12 | 21.55 | 27.57 | 36.24 | 10.88 | 7.51 | |
| HAtten2024.05 | 15.67 | 20.46 | 25.22 | 30.7 | 10.74 | 7.66 |