Citation Recommendation on ACL-200 (test)
0.5302Recall@5SymTax (SciV)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SymTax (SciV)Language Model=SciBERT, Taxonomy Fusion=vector-based2024.05 | 0.5302 | 0.6529 | 0.764 | 0.8803 | 0.3818 | 0.2955 | |
| SymTax (SpecG)Language Model=SPECTER, Taxonomy Fusion=graph-based2024.05 | 0.4529 | 0.5897 | 0.7038 | 0.8396 | 0.3034 | 0.2126 | |
| HAtten2024.05 | 0.4186 | 0.4997 | 0.5579 | 0.5962 | 0.3002 | 0.2362 | |
| SciNCL2024.05 | 0.1517 | 0.225 | — | 0.4467 | 0.1044 | 0.0669 | |
| BM25Implementation=Elastic Search2024.05 | 0.1374 | 0.1939 | 0.2531 | 0.3486 | 0.0808 | 0.1074 |