Papers with edge-based methods
Comparing Edge-based and Node-based Methods on a Citation Prediction Task (2024.findings-emnlp)
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| Challenge: | Citation Prediction is the task of estimating whether paper a cites paper b. |
| Approach: | They propose a new Citation Prediction task that evaluates both a node-based model and an edge-based one to quantify these trends. |
| Outcome: | The proposed model improves with larger training sets and degrades with longer forecast horizons. |