Citation Intent Classification on ACL
81.75F1 ScoreSS-CGAN + SciBERT
Evaluation results
| Method | Links | |
|---|---|---|
| SS-CGAN + SciBERTBackbone=SciBERT2025.05 | 81.75 | |
| VarMAE2025.05 | 76.5 | |
| SS-CGAN + XLNetBackbone=XLNet2025.05 | 75.6 | |
| SciBERT FinetuneBackbone=SciBERT2025.05 | 70.98 | |
| CitePrompt2025.05 | 68.39 | |
| BiLSTM-Attn w/ ELMo + both scaffoldsFeatures=ELMo + scaffolds2025.05 | 67.9 |