Citation Recommendation on RefSeer (test)
0.3721Recall@5SymTax (SciV)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SymTax (SciV)Language Model=SciBERT, Taxonomy Fusion=vector-based2024.05 | 0.3721 | 0.4845 | 0.5916 | 0.7264 | 0.2676 | 0.1993 | |
| SymTax (SpecG)Language Model=SPECTER, Taxonomy Fusion=graph-based2024.05 | 0.2724 | 0.3831 | 0.496 | 0.6512 | 0.1942 | 0.1353 | |
| HAtten2024.05 | 0.2672 | 0.3374 | 0.3985 | 0.4637 | 0.1925 | 0.1466 | |
| BM25Implementation=Elastic Search2024.05 | 0.1737 | 0.2192 | 0.2677 | 0.3365 | 0.1185 | 0.1424 | |
| SciNCL2024.05 | 0.0967 | 0.1486 | 0.2114 | 0.3089 | 0.07 | 0.045 |