From Newswire to Nexus: Using text-based actor embeddings and transformer networks to forecast conflict dynamics

Mihai Croicu, Simon Polichinel von der Maase

This study advances the field of conflict forecasting by using text-based actor embeddings with transformer models to predict dynamic changes in violent conflict patterns at the ac…