| Paper | Code | Macro-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Why do you cite? An investigation on citation intents and decision-making classification processes | 89.46 | EnsIntWS | 2024-07-18 | |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | ✓ Link | 88.93 | ImpactCite | 2020-05-05 |
| Leveraging GANs for citation intent classification and its impact on citation network analysis | ✓ Link | 88.74 | SS-cGAN + SciBERT | 2025-05-27 |
| Why do you cite? An investigation on citation intents and decision-making classification processes | 88.48 | EnsIntWoS | 2024-07-18 | |
| CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers | ✓ Link | 86.33 | CitePrompt | 2023-04-25 |
| SciBERT: A Pretrained Language Model for Scientific Text | ✓ Link | 86.32 | SciBERT | 2019-03-26 |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | ✓ Link | 84.99 | Structural-Scaffolds | 2019-04-02 |
| Measuring the Evolution of a Scientific Field through Citation Frames | ✓ Link | 82.6 | Feature-Rich Random Forest | 2018-01-01 |