| Paper | Code | Macro-F1 | Micro-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Leveraging GANs for citation intent classification and its impact on citation network analysis | ✓ Link | 81.75 | SS-cGAN + SciBERT | 2025-05-27 | |
| CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers | ✓ Link | 68.39 | CitePrompt | 2023-04-25 | |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | ✓ Link | 67.9 | Structural-scaffolds | 2019-04-02 | |
| Deep contextualized word representations | ✓ Link | 54.6 | BiLSTM-Attention + ELMo | 2018-02-15 | |
| Measuring the Evolution of a Scientific Field through Citation Frames | ✓ Link | 53.0 | Feature-rich Random Forest | 2018-01-01 | |
| Hierarchical Attention Networks for Document Classification | ✓ Link | 51.8 | BiLSTM-Attention | 2016-06-01 | |
| Purpose and Polarity of Citation: Towards NLP-based Bibliometrics | 41.0 | SVM | 2013-06-01 | ||
| VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding | Not reported | 76.50 | VarMAE | 2022-11-01 |