SS-cGAN + SciBERT

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing2 results

Text ClassificationonACL-ARC
Macro-F1· 2025-05-27
81.75
SOTA
Leveraging GANs for citation intent classification and its impact on citation network analysis arXiv:2505.21162
Text ClassificationonSciCite
Macro-F1· 2025-05-27
88.74
best: 89.46 (EnsIntWS)
Leveraging GANs for citation intent classification and its impact on citation network analysis arXiv:2505.21162

Methodology2 results

ClassificationonACL-ARC
Macro-F1· 2025-05-27
81.75
SOTA
Leveraging GANs for citation intent classification and its impact on citation network analysis arXiv:2505.21162
ClassificationonSciCite
Macro-F1· 2025-05-27
88.74
best: 89.46 (EnsIntWS)
Leveraging GANs for citation intent classification and its impact on citation network analysis arXiv:2505.21162